/ en Fri, 09 May 25 14:01:41 -0400 /blog/evolution-ai-language-processing-and-its-impact-ip-patents <span class="field field--name-title field--type-string field--label-hidden">The Evolution of AI in Language Processing and Its Impact on IP / Patents</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>jpressman</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2025-05-09T14:01:41-04:00" title="Friday, May 9, 2025 - 14:01" class="datetime">Fri, 05/09/2025 - 14:01</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Blog</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-248271" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/blog/evolution-ai-language-processing-and-its-impact-ip-patents"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1920" height="1080" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/TPIP_Blog%20Header%20Rectangle_050625.png?itok=89VMoNDt 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="675" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/TPIP_Blog%20Header%20Rectangle_050625.png?itok=jsXowWdi 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="432" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/TPIP_Blog%20Header%20Rectangle_050625.png?itok=12QnsiVV 1x"/> <img loading="eager" width="1920" height="1080" alt="tpt-blog" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/TPIP_Blog%20Header%20Rectangle_050625.png?itok=89VMoNDt" /> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-248274" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> <div class="field field--name-field-t-post-info-content field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-248273" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>The world is buzzing with the possibilities of generative artificial intelligence (GenAI). If you're an intellectual property (IP) or patent attorney, chances are your inbox is filled with updates on the latest AI advancements—developments that are rapidly transforming how you search, analyze, draft, and manage patents. </p><p>Among the most widely discussed technologies are large language models (LLMs) and neural machine translation (NMT). Though often lumped together under the AI umbrella, these tools serve different purposes and offer distinct benefits, especially in the context of IP and patents. Let’s take a closer look at how they’re being applied in the field.</p><h3>How GenAI is Changing the IP Landscape</h3><p>GenAI refers to machine learning models that generate new content such as text, images, audio, and video. One familiar example is LLMs, like ChatGPT, trained on vast datasets of internet text. These models are now performing a wide range of language tasks and showing real potential in the IP space. </p><p>Here’s where they’re making an impact:</p><p><strong>1. Patent Search and Analysis </strong></p><p>LLMs help with prior art searches by scanning large databases and identifying relevant documents. This can significantly cut down the time attorneys spend looking for comparable inventions. They also assist with trend analysis by evaluating volumes of filings to reveal patterns and emerging tech areas—valuable insights for strategic planning.</p><p><strong>2. Patent Drafting </strong></p><p>LLMs can auto-generate patent drafts based on technical descriptions, streamlining the drafting process. They’re also capable of suggesting language for claims that ensures comprehensive protection of inventive elements (though attorney oversight remains essential).</p><p><strong>3. Intellectual Property Management </strong></p><p>From categorizing and indexing portfolios to tracking renewal dates and licensing opportunities, GenAI can lighten the load of managing large patent holdings. It also plays a role in infringement detection by monitoring filings and market activity for potential overlaps with existing IP.</p><p><strong>4. Language Processing Tasks </strong></p><p>LLMs excel at summarizing complex patent documents into digestible overviews—ideal for attorneys needing quick comprehension. Translation is another area of interest, and it’s here that a different AI approach—NMT—takes the lead.</p><h3>The Right AI for Translation: Why NMT Stands Out </h3><p>Translation is one of the oldest challenges AI has tackled, and GenAI’s creative outputs often fall short when precision matters. One of the biggest limitations? Hallucinations—results that are inaccurate or nonsensical but sound plausible. That’s why a human-in-the-loop (HTL) approach, involving subject matter experts, is essential to validate AI-generated content. </p><p>While LLMs are versatile, NMT is purpose-built for translation—and that focus makes it more reliable. Based on deep neural networks, NMT learns from real, human-created translations. It mimics the way humans process language, translating directly from one language to another with greater accuracy and fluency. </p><p>To appreciate NMT’s value, it helps to understand how machine translation has evolved:</p><p><strong>Rule-based (RBMT):</strong> Built on grammar rules, introduced in the 1950s. Requires heavy editing—especially in regulated fields. </p><p><strong>Example-based (EBMT):</strong> Emerged in the 1980s. Matches phrases from a bilingual database. </p><p><strong>Statistical (SMT):</strong> Introduced in the 1990s. Uses statistical models to match source and target language words—like the early Google Translate. </p><p><strong>Hybrid:</strong> Combines RBMT and SMT with translation memory but still needs post-editing by linguists. </p><p><strong>Neural (NMT):</strong> Introduced in 2013 and now widely adopted. Produces high-quality, fluent translations and has been validated across industries. </p><p>NMT is one of the most mature applications of AI, with a track record of productivity spanning 15–20 years. In contrast, LLMs are a more nascent technology. For optimal quality in patent translation, leveraging linguistic assets (such as translation memories and glossaries of preferred key term translations as training data to customize NMT engines) enhances translation quality by up to 50% without compromising IP security.</p><h3>NMT in Practice: High-Quality Patent Translations </h3><p>In a typical workflow, previously translated content is reused through translation memory. Then, NMT generates a first draft of new material. This draft is reviewed and refined by native-speaking patent linguists with subject matter expertise. The result? A proven, cost-effective translation process that meets strict industry standards and reduces filing costs by up to 40% in jurisdictions that require translations.</p><h3>The Role of AI: Amplifying, Not Replacing </h3><p>Since ChatGPT’s debut in late 2022, GenAI has been both celebrated and feared. But the reality is more nuanced: AI isn’t replacing legal professionals—it’s empowering them. When thoughtfully integrated, AI supports better decisions, boosts efficiency, and enables IP attorneys to focus on what they do best: delivering strategic value with human insight.</p><p><strong>Curious how AI can elevate your patent workflows without compromising precision? </strong></p><p>��ɫ IP combines advanced NMT technology with human expertise to deliver high-quality, cost-effective patent translations and support across the IP lifecycle. <a href="/transperfect-ip" title="��ɫ IP"><strong>Contact us</strong></a><strong> to see how we can help you work smarter—while maintaining the accuracy your work demands.</strong></p></div> </div> </div> </section> </div> </div> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">By Luca May, Director</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/legal" hreflang="en">Legal</a></div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/legal" hreflang="en">Legal</a></div> </div> Fri, 09 May 2025 18:01:41 +0000 jpressman 60032 at /blog/three-ways-technology-relieves-pressure-expanding-whistleblower-regulations <span class="field field--name-title field--type-string field--label-hidden">Three Ways Technology Relieves the Pressure from Expanding Whistleblower Regulations</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>muna.abdulkader</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2024-09-05T09:00:00-04:00" title="Thursday, September 5, 2024 - 09:00" class="datetime">Thu, 09/05/2024 - 09:00</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Blog</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-229093" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/blog/three-ways-technology-relieves-pressure-expanding-whistleblower-regulations"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/jpeg" width="1200" height="627" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/whistleblower.jpg?itok=53ZiMaOg 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/jpeg" width="1200" height="627" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/whistleblower.jpg?itok=Xp2gnv8f 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/jpeg" width="768" height="401" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/whistleblower.jpg?itok=s0iGtNWN 1x"/> <img loading="eager" width="1200" height="627" alt="��ɫ Legal logo over an image of a microchip" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/whistleblower.jpg?itok=53ZiMaOg" /> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-229094" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">Maria Fernanda Gallo, Martin H Audet, Daniel Meyers</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/legal" hreflang="en">Legal</a></div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/legal" hreflang="en">Legal</a></div> </div> Thu, 05 Sep 2024 13:00:00 +0000 muna.abdulkader 55361 at /blog/introductory-guide/eDiscovery <span class="field field--name-title field--type-string field--label-hidden">Introductory Guide to eDiscovery</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>muna.abdulkader</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2024-03-14T11:18:14-04:00" title="Thursday, March 14, 2024 - 11:18" class="datetime">Thu, 03/14/2024 - 11:18</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Blog</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-209515" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/blog/introductory-guide/eDiscovery"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1622" height="783" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/ediscoveryguide%201.png?itok=qSqBfmRC 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="579" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/ediscoveryguide%201.png?itok=xxq-isTR 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="371" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/ediscoveryguide%201.png?itok=EVKwELoC 1x"/> <img loading="eager" width="1622" height="783" alt="A lawyer in the eDiscovery process, working on her laptop with a justice scale statue on her desk." class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/ediscoveryguide%201.png?itok=qSqBfmRC" /> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-210631" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p class="text-align-center"><span style="font-size:18px;">101 Guide: eDiscovery</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-left">Organizations produce a deluge of electronic information. Email inboxes are overflowing, hard drives and cloud storage repositories are packed, and social media notifications come at breakneck speed.</p><p class="text-align-left">For legal professionals who must locate key documents and information for use as possible evidence in litigation and investigations, the explosion of such data has rendered the process of collecting, culling, and reviewing digital information—known as eDiscovery—incredibly costly and time-consuming.</p><p class="text-align-left">Fortunately, advances in eDiscovery technology are reducing the cost and burden for legal teams to narrow the universe of potentially relevant data. This eDiscovery 101 guide provides an introduction to the fundamentals of eDiscovery and explores challenges and best practices, including considerations for <a href="https://www.transperfectlegal.com/solutions/multilanguage-cross-border-ediscovery">multilingual and cross-border eDiscovery</a>.</p></div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_text_paged-210633" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p class="text-align-center"><span style="font-size:18px;">What Is eDiscovery?</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-left">eDiscovery is the process of identifying, collecting, filtering, and reviewing electronically stored information (ESI) that constitutes potential evidence in legal proceedings and investigations. During eDiscovery, legal professionals, IT personnel, and forensics teams work together to narrow very large datasets into more manageable volumes.</p><p class="text-align-left">Prior to the digital age, “discovery” in business disputes meant combing through boxes and drawers full of paper documents to locate key information and evidence. Today, since most documents needed for business litigation, arbitration, and investigations are stored in electronic format, traditional discovery is referred to as eDiscovery and is focused on ESI. In the early days of eDiscovery, it was possible for legal professionals to manually review ESI to determine its relevancy to a matter. This was feasible for 25 or 2,500 files, but not so much for 25,000, let alone 250,000 or 2.5 million!</p><p class="text-align-left">Today, eDiscovery tools powered by analytics and artificial intelligence (AI) significantly streamline the eDiscovery process. But even with modern technology, given the ever-increasing volumes and diversity of ESI, eDiscovery remains an intensive endeavor that requires human expertise, effective communication, and agile decision-making at every step of the way.</p><blockquote style="border-bottom-width:.5px;border-color:#3499db;border-left-width:4px;border-radius:5px;border-right-width:.5px;border-style:solid;border-top-width:0px;margin:auto;width:80%;"><h3 class="text-align-center text-align-left" style="background-color:#D1E4F1;padding:18px 15px;"><span style="color:#000000;font-family:Montserrat,sans-serif;font-size:18px;">What Is ESI?</span></h3><h3 class="text-align-left" style="padding:0 5% 5%;"><span style="color:#2c3e50;font-size:16px;">ESI stands for electronically stored information. This includes a wide variety of digital assets, including emails; e-documents (Word, PPT, and Excel files); image, audio, and video files; mobile device data (e.g., chat programs and text messages); cloud-based applications; website content; and social media postings..</span></h3></blockquote></div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_text_paged-210635" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p class="text-align-center"><span style="font-size:18px;">What Is the EDRM Framework for eDiscovery?</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-left">Introduced in 2005, the Electronic Discovery Reference Model (EDRM) is a visual representation of the complete eDiscovery lifecycle, which is widely referred to by legal teams globally. The EDRM breaks down the eDiscovery process into nine steps, although not every step is relevant to every matter. The EDRM isn’t always followed sequentially, and steps may be repeated depending on the project scope and cadence.</p></div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211358" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default"> <div class="side-header container"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p class="text-align-center"><span style="font-size:18px;">What Are the Steps in the EDRM?</span></p></h2> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <section id="paragraph-d_p_single_text_block-211356" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">01 Information Governance </span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p><a href="https://www.transperfectlegal.com/solutions/information-governance">Information governance (IG)</a> is often cited as the first step in eDiscovery, but it may be more helpful to think of it as proactive planning that enables a company to prepare for and execute eDiscovery in a more streamlined manner. IG provides clarity on the scope of data and its sources by prompting key questions such as:</p><p>a.    Where is my data located? <br>b.    Who might have possession, custody, and control of my data?<br>c.    Am I retaining more data than I need to for legal and operational purposes? <br>d.    What are the applicable laws and regulations surrounding the retention and transfer of my data?<br>e.    Do I have a clear understanding of what steps to take by which stakeholders in the event that the eDiscovery process is triggered?</p><p>With solid IG protocols in place, the eDiscovery process will be more efficient and streamlined. </p></div> </div> </div> </section> </div> <div class="list-item-wrapper col-sm-6 item-2"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1554" height="1415" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/Step1.png?itok=5uFkjhk6 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="1093" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/Step1.png?itok=aHtMCoUF 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="699" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/Step1.png?itok=31l79wP4 1x"/> <img loading="eager" width="1554" height="1415" alt="docs icon" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/Step1.png?itok=5uFkjhk6" /> </picture> </div> </div> </div> </div> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211361" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default without-header"> <div class="side-header container"> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <section id="paragraph-d_p_single_text_block-211359" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">02 Identification </span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>This is the process of identifying the location, systems, sources, and people (“custodians”) who may hold data that will be relevant to the case at hand. You’re trying to understand the scope of data and how to access it for eDiscovery purposes.</p></div> </div> </div> </section> </div> <div class="list-item-wrapper col-sm-6 item-2"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1652" height="1407" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/step%202.png?itok=WqI9RHqt 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="1022" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/step%202.png?itok=RrSjGSw5 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="654" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/step%202.png?itok=8akLCMrn 1x"/> <img loading="eager" width="1652" height="1407" alt="step 2 process icon" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/step%202.png?itok=WqI9RHqt" /> </picture> </div> </div> </div> </div> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211364" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default without-header"> <div class="side-header container"> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <section id="paragraph-d_p_single_text_block-211362" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">03 Preservation </span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Once relevant ESI has been identified, it needs to be preserved for litigation. Common ways to accomplish this are to place a formal legal hold on the data so that it cannot be modified, deleted, or destroyed, or create a forensic copy of the ESI for external preservation and storage.</p></div> </div> </div> </section> </div> <div class="list-item-wrapper col-sm-6 item-2"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1589" height="1416" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/step%203.png?itok=3edAZ_L8 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="1069" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/step%203.png?itok=yZhAphPh 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="684" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/step%203.png?itok=scxqLlmZ 1x"/> <img loading="eager" width="1589" height="1416" alt="step 3 doc icon" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/step%203.png?itok=3edAZ_L8" /> </picture> </div> </div> </div> </div> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211367" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default without-header"> <div class="side-header container"> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <section id="paragraph-d_p_single_text_block-211365" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">04 Collection</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Data collection is a process of forensically creating copies of all data, including preserving metadata. This is typically conducted by forensic professionals using specialized software, although some modern IT systems enable “self-collection” by IT professionals. It is paramount that the contents of the data, including its underlying metadata, are not altered or lost during this process.</p></div> </div> </div> </section> </div> <div class="list-item-wrapper col-sm-6 item-2"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1700" height="1416" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/step%204.png?itok=dIiQ_nuJ 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="1000" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/step%204.png?itok=o8j00z8k 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="640" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/step%204.png?itok=R_cvyQxb 1x"/> <img loading="eager" width="1700" height="1416" alt="step 4 computer icon" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/step%204.png?itok=dIiQ_nuJ" /> </picture> </div> </div> </div> </div> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211370" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default without-header"> <div class="side-header container"> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <section id="paragraph-d_p_single_text_block-211368" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">05 Processing</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>This is where ESI (including metadata) from various sources is converted into a common, usable format for attorney analysis and review. During the processing phase, data can be deduplicated and further filtered or culled using search terms, date ranges, file type restrictions, and, to varying degrees, data content.</p></div> </div> </div> </section> </div> <div class="list-item-wrapper col-sm-6 item-2"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1666" height="1429" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/step%205.png?itok=4o7FVgtr 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="1029" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/step%205.png?itok=wtIjnAGb 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="659" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/step%205.png?itok=skgZVDQ8 1x"/> <img loading="eager" width="1666" height="1429" alt="Person reviewing docs icon" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/step%205.png?itok=4o7FVgtr" /> </picture> </div> </div> </div> </div> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211373" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default without-header"> <div class="side-header container"> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <section id="paragraph-d_p_single_text_block-211371" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">06 Review</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>After data processing and filtering, the “surviving” data is evaluated by attorneys for relevance, privilege, confidentiality, and privacy. Organizations typically outsource this step to outside law firms, as in-house legal teams often lack the time or resources. In some cases, in-house counsel will conduct a “first pass” review of data before handing the process to outside parties. Third-party managed review companies also provide contract review attorneys to execute the review process at a fraction of the cost of law firm personnel. Typically, the review of ESI is performed on a specialized document review platform, such as Relativity.</p></div> </div> </div> </section> </div> <div class="list-item-wrapper col-sm-6 item-2"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1622" height="1405" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/step%206_0.png?itok=8YfUmhxf 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="1039" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/step%206_0.png?itok=l9nOrMS8 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="665" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/step%206_0.png?itok=OqiKYz_V 1x"/> <img loading="eager" width="1622" height="1405" alt="Person with checklist icon" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/step%206_0.png?itok=8YfUmhxf" /> </picture> </div> </div> </div> </div> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211376" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default without-header"> <div class="side-header container"> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <section id="paragraph-d_p_single_text_block-211374" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">07 Analysis</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Attorneys evaluate the data for context and content, categorizing documents based on relevance, key issues, and importance.</p></div> </div> </div> </section> </div> <div class="list-item-wrapper col-sm-6 item-2"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1590" height="1380" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/step%207.png?itok=sWzPwlz0 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="1042" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/step%207.png?itok=NG1ZCcxs 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="667" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/step%207.png?itok=qD6nvfnI 1x"/> <img loading="eager" width="1590" height="1380" alt="Person at their desk icon" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/step%207.png?itok=sWzPwlz0" /> </picture> </div> </div> </div> </div> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211379" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default without-header"> <div class="side-header container"> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <section id="paragraph-d_p_single_text_block-211377" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">08 Production</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Data is packaged and disclosed to opposing counsel and/or government investigators. It is often converted into a static format, such as PDF, allowing for the redaction of privileged or non-relevant information.</p></div> </div> </div> </section> </div> <div class="list-item-wrapper col-sm-6 item-2"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1561" height="1421" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/step%208.png?itok=HGQUIy2e 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="1092" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/step%208.png?itok=bKRS0nNN 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="699" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/step%208.png?itok=sfOTZga5 1x"/> <img loading="eager" width="1561" height="1421" alt="PDF icon" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/step%208.png?itok=HGQUIy2e" /> </picture> </div> </div> </div> </div> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211382" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default without-header"> <div class="side-header container"> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <section id="paragraph-d_p_single_text_block-211380" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">09 Presentation</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Data is digitally presented as evidence during a legal proceeding.</p></div> </div> </div> </section> </div> <div class="list-item-wrapper col-sm-6 item-2"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1637" height="1252" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/step%209.png?itok=c5lFW1sm 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="918" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/step%209.png?itok=EN8ZVA0z 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="587" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/step%209.png?itok=DaO4ErCc 1x"/> <img loading="eager" width="1637" height="1252" alt="Person presenting icon" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/step%209.png?itok=c5lFW1sm" /> </picture> </div> </div> </div> </div> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_text_paged-210748" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p class="text-align-center"><span style="font-size:18px;">What Is Early Case Assessment?</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-left"><a href="https://www.transperfectlegal.com/services/ediscovery-early-case-assessment">Early case assessment</a> (ECA)in a workflow is typically employed during the “processing” stage above to identify key documents and information that the legal team uses to advise its client on case strategy and merits. ECA can help predict the cost of a case as well as likely exposure, which helps teams create realistic case strategies and budgets for the full eDiscovery process. ECA also uses advanced methods to filter out non-relevant data early in the eDiscovery process, thereby narrowing large datasets. Beyond the standard culling methods of filtering by date and search terms, and deduplicating and de-NISTing files (i.e., removing system files and other non-user-generated files), ECA leverages the following tools to further cull data during processing:</p><ul><li class="text-align-left">Filetype filters (e.g., removing calendar entries or video files when not relevant to the matter)</li><li class="text-align-left">Domain/email handle filters (e.g., removing SPAM and industry newsletters that hit on search terms but are not relevant to the underlying dispute)</li><li class="text-align-left">Concept clustering (i.e., organizing the files by content to identify and remove groups of search term false positives)</li></ul><p class="text-align-left">Generally speaking, standard ESI filtering results in an 80% reduction in the volume of ESI. That number can top 90% using ECA advanced filtering, meaning only 10% of your ESI moves to the document review phase, rather than 20%.</p><p class="text-align-left"><a href="https://www.transperfectlegal.com/technology/digital-reef">Digital Reef</a> is an ECA and eDiscovery platform from ��ɫ Legal that ingests, culls, analyzes, and exports datasets. It can be installed securely on-site or hosted in a ��ɫ Legal data center. Capable of processing up to 17 terabytes of data in 24 hours and managing multi-language data, Digital Reef can help you process, investigate, and preview your data 40% faster while reducing datasets by more than 90%. Attorneys and legal processing service providers use Digital Reef’s built-in document viewer and coding interface to conduct investigations.</p><p class="text-align-left">For larger matters that require linear or a technology assisted review (TAR)-based approach, data is culled in Digital Reef and then exported in required output formats to easily load into your preferred review solution. Digital Reef integrates with numerous technologies, including the market-leading Relativity document hosting and review platform. The team at ��ɫ Legal builds proprietary add-ons for Relativity. <br> </p><blockquote style="border-bottom-width:.5px;border-color:#3499db;border-left-width:4px;border-radius:5px;border-right-width:.5px;border-style:solid;border-top-width:0px;margin:auto;width:80%;"><h3 class="text-align-center text-align-left" style="background-color:#D1E4F1;padding:18px 15px;"><span style="color:#000000;font-family:Montserrat,sans-serif;font-size:18px;">ECA in Action</span></h3><h3 class="text-align-left" style="padding:0 5% 5%;"><span style="color:#2c3e50;font-size:16px;">In a construction matter, a case-relevant search term entered into an ECA tool produced 300,000 emails. However, many of these documents related to construction projects that were not relevant to the matter at hand. Emails tied to these extraneous projects were excluded from the dataset, cutting the number of search hits in half. Further analysis removed irrelevant email domains, resulting in an overall reduction of 200,000 documents—leaving only 100,000 for review. Spending just a few hours on this ECA exercise saved more than 4,000 hours of document review and hundreds of thousands of dollars. While the technology enabled rapid data exclusion, it took the experienced, skilled eyes of a human reviewer to unlock the full value of the ECA tool.</span></h3></blockquote></div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_text_paged-211298" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p class="text-align-center"><span style="font-size:18px;">What Happens During Document Review and Analysis?</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-left"><a href="https://www.transperfectlegal.com/services/document-review-legal-staffing">Document review</a> Document review and analysis is the most time-consuming and costly part of the eDiscovery process. It involves large teams of lawyers examining the documents that have survived the culling process to determine their relevance to the case. During document review, data is evaluated for relevance, privilege, confidentiality, and privacy. Technology assisted review (TAR) typically happens during document review.</p><p class="text-align-left"><strong>Before undergoing document review, it’s important to:</strong></p><p> </p></div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_group_of_text_blocks-211353" class="wrapper-d_p_group_of_text_blocks margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-group-of-text-blocks paragraph--type--d-p-group-of-text-blocks paragraph--view-mode--default"> <div class="container d-p-group-of-text-blocks-header-wrapper"> </div> <div class="d-p-tiles-wrapper container expandable-content"> <section > <div class="field field--name-field-d-p-tb-block-reference field--type-entity-reference-revisions field--label-hidden subparagraphs-wrapper single-boxes-wrapper row"> <div class="single-box-wrapper list-item-wrapper col-lg-4 col-sm-4 col-12"> <section id="paragraph-d_p_single_text_block-211347" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <div class="field field--name-field-d-media-icon field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <img loading="lazy" width="77" height="77" alt="documents icon" class="lazyload" data-src="/sites/default/files/media/image/Document.png" /> </div> </div> </div> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Identify names, dates, and keywords you will be looking for</p></div> </div> </div> </section> </div> <div class="single-box-wrapper list-item-wrapper col-lg-4 col-sm-4 col-12"> <section id="paragraph-d_p_single_text_block-211348" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <div class="field field--name-field-d-media-icon field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <img loading="lazy" width="62" height="81" alt="documents icon" class="lazyload" data-src="/sites/default/files/media/image/Documents.png" /> </div> </div> </div> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Identify agreement on document tags and labeling (e.g., relevant, privileged, smoking gun)</p></div> </div> </div> </section> </div> <div class="single-box-wrapper list-item-wrapper col-lg-4 col-sm-4 col-12"> <section id="paragraph-d_p_single_text_block-211351" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <div class="field field--name-field-d-media-icon field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <img loading="lazy" width="81" height="86" alt="Team icon" class="lazyload" data-src="/sites/default/files/media/image/People.png" /> </div> </div> </div> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Identify whether managed review or contract review  attorneys will be utilized (for the first pass of the review and/or the entire review)</p></div> </div> </div> </section> </div> <div class="single-box-wrapper list-item-wrapper col-lg-4 col-sm-4 col-12"> <section id="paragraph-d_p_single_text_block-211350" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <div class="field field--name-field-d-media-icon field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <img loading="lazy" width="66" height="83" alt="Quality document icon" class="lazyload" data-src="/sites/default/files/media/image/4_2.png" /> </div> </div> </div> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Identify quality control measures</p></div> </div> </div> </section> </div> <div class="single-box-wrapper list-item-wrapper col-lg-4 col-sm-4 col-12"> <section id="paragraph-d_p_single_text_block-211349" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <div class="field field--name-field-d-media-icon field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <img loading="lazy" width="79" height="83" alt="Process flow chart icon" class="lazyload" data-src="/sites/default/files/media/image/5_0.png" /> </div> </div> </div> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Identify parameters for efficiency</p></div> </div> </div> </section> </div> <div class="single-box-wrapper list-item-wrapper col-lg-4 col-sm-4 col-12"> <section id="paragraph-d_p_single_text_block-211352" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <div class="field field--name-field-d-media-icon field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <img loading="lazy" width="83" height="83" alt="Computer icon" class="lazyload" data-src="/sites/default/files/media/image/Computer.png" /> </div> </div> </div> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Identify whether TAR will be utilized to streamline the review</p></div> </div> </div> </section> </div> </div> </section> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_text_paged-211355" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-left">As with early case assessment, technology can streamline the process with document hosting, review, and analysis. Examples are Relativity and ��ɫ Legal’s newly released <a href="https://www.transperfectlegal.com/technology/reef-review">Reef Review</a>. offering a robust suite of analytics and AI features including continuous active learning, redaction, near-duplicate analysis, and daily review reporting.</p></div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_text_paged-211307" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p class="text-align-center"><span style="font-size:18px;">How Is AI Streamlining eDiscovery?</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-left">AI has become an increasingly integral part of eDiscovery over the past decade. By applying data mining techniques, AI can narrow the set of documents sent for review—saving both time and money. AI-powered eDiscovery tools leverage technologies such as machine learning (ML), natural language processing (NLP), and, more recently, generative AI (GenAI). Here are some of the ways AI can automate and streamline key aspects of the eDiscovery process:</p><p class="text-align-left"><strong>Technology-Assisted Review (TAR)</strong></p><p class="text-align-left"><a href="https://www.transperfectlegal.com/services/technology-assisted-review">TAR (sometimes called predictive coding)</a>helps prioritize and identify potentially relevant documents for review by learning from human reviewers' feedback. Over the past 10 years, TAR has become the most popular and powerful AI tool in the eDiscovery toolbox.</p><p class="text-align-left"><strong>Concept Clustering</strong></p><p class="text-align-left">After files have been processed, concept clustering groups the remaining data based on concepts, topics, or ideas. This allows reviewers to examine documents based on similarity, remove groups of search-term “mishits,” and generally focus the review on more relevant content first.</p><p class="text-align-left"><strong>Conceptual Search</strong></p><p class="text-align-left">Beyond keyword searches, conceptual searching enables users to search based on the context and meaning of the content, thereby improving the accuracy of search results.</p><p class="text-align-left"><strong>Generative AI</strong></p><p class="text-align-left">Looking ahead, generative AI (e.g., ChatGPT) is poised to take on a more prominent role in eDiscovery. Take, for example, the “document dump” that sometimes happens the night before a deposition. GenAI may be used to quickly summarize documents or create a chronology, making a previously untenable eleventh-hour review possible. Likewise, GenAI can provide useful features, such as “ask my documents a question,” as well as potentially replace TAR as the key driver of document review itself.</p><p class="text-align-left"><strong>Language Identification and Machine Translation</strong></p><p class="text-align-left">Some AI-powered eDiscovery platforms have language identification capabilities that can automatically detect and tag the language of documents. Likewise, advanced machine translation engines are often built directly into eDiscovery platforms for multilingual datasets.</p><p class="text-align-left"><strong>Named Entity Recognition (NER)</strong></p><p class="text-align-left">AI-based NER can identify and extract entities such as names, locations, and dates from documents.</p><p class="text-align-left"><strong>Sentiment Analysis</strong></p><p class="text-align-left">Sentiment analysis tools can help identify the tone and emotional context of communications.</p><blockquote style="border-bottom-width:.5px;border-color:#3499db;border-left-width:4px;border-radius:5px;border-right-width:.5px;border-style:solid;border-top-width:0px;margin:auto;width:80%;"><h3 class="text-align-center text-align-left" style="background-color:#D1E4F1;padding:18px 15px;"><span style="color:#000000;font-family:Montserrat,sans-serif;font-size:18px;">AI in Action</span></h3><h3 class="text-align-left" style="padding:0 5% 5%;"><span style="color:#2c3e50;font-size:16px;">Let’s say you want to find all documents that include references to “X” and any documents that include negative sentiments around “X.” Suppose you have 75,000 possible documents to review. Using an AI tool, you create your instructions, submit them, and then wait for documents to be reviewed. Each document gets classified in one of four ways: relevant to the issue, not relevant to the issue, needs further review, or has a technical issue. The tool will tell you which issue an item is relevant for (reference to X and/or negative sentiment about X). Now you have a much smaller pool of documents to review.</span></h3></blockquote></div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_text_paged-211309" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p class="text-align-center"><span style="font-size:18px;">What Are Some Considerations for Multilanguage and Cross-Border eDiscovery?</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-left">The complexities of language and translation can make it difficult to understand and analyze electronic data in foreign languages. Cultural differences can also impact the interpretation and analysis of data, which can affect the accuracy and effectiveness of an investigation.</p><p class="text-align-left"><a href="https://www.transperfectlegal.com/solutions/multilanguage-cross-border-ediscovery">Multilanguage eDiscovery</a> tools play an important role when electronic data is in more than one language. They use natural language processing (NLP) and machine learning algorithms to help investigators track, understand, translate, and analyze electronic data in multiple languages.</p><p class="text-align-left">Cross-border investigations can be tricky, as laws and regulations regarding the collection, analysis, and transfer of electronic data vary by country. Investigators must have an awareness of data protection laws in each jurisdiction to ensure proper legal compliance. Multilingual eDiscovery tools offer legal and regulatory guidance, helping to ensure that no laws are broken within the jurisdictions in which the investigation is being conducted.</p></div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_text_paged-211313" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p class="text-align-center"><span style="font-size:18px;">Data Privacy Compliance During eDiscovery</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-left"><a href="https://www.transperfectlegal.com/practice-groups/data-privacy">Data privacy</a>and protection are paramount to maintaining the integrity of case materials. Companies need to keep data privacy laws and regulations front and center during eDiscovery. This means adhering to rules under such acts as the General Data Protection Regulation (GDPR), the California Consumer Privacy Act (CCPA), and the European Union Privacy Directives (EUPD) for every jurisdiction in which they do business.</p><p class="text-align-left">Companies must be mindful of how they identify and handle personal health information (PHI) and personally identifiable information (PII). Pinpointing where PHI and PII appear in datasets helps prevent potential data privacy violations. Advanced data mining technology can analyze large datasets to detect names, locations, organizations, and other sensitive details—and appropriately redact that information. It’s also important to note that the GDPR defines personal information more broadly, including categories such as sexual orientation and political beliefs.</p></div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_carousel-211320" class="wrapper-d_p_carousel margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-carousel paragraph--type--d-p-carousel with-forced-long-text-margin paragraph--view-mode--default" data-id="211320"> <div data-id="paragraph-d_p_carousel-211320" class="d-p-carousel"> <div class="content-wrapper"> <div class="content container"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p class="text-align-center"><span style="font-size:18px;">Best Practices in Data Privacy</span></p></h2> </div> <div class="container expandable-content"> <div class="field field--name-field-d-p-cs-item-reference field--type-entity-reference-revisions field--label-hidden carousel-items-wrapper row"> <div class="carousel-item-wrapper list-item-wrapper px-3"> <section id="paragraph-d_p_carousel_item-211314" class="wrapper-d_p_carousel_item with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-carousel-item paragraph--type--d-p-carousel-item paragraph--view-mode--default"> <div class="field field--name-field-d-media-icon field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <img loading="lazy" width="3744" height="3744" alt="A lawyer reviewing docs" class="lazyload" data-src="/sites/default/files/media/image/onlyCollect.jpg" /> </div> </div> </div> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-center">Only collect and process data that is relevant to the legal matter at hand</p></div> </div> </section> </div> <div class="carousel-item-wrapper list-item-wrapper px-3"> <section id="paragraph-d_p_carousel_item-211315" class="wrapper-d_p_carousel_item with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-carousel-item paragraph--type--d-p-carousel-item paragraph--view-mode--default"> <div class="field field--name-field-d-media-icon field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <img loading="lazy" width="3674" height="3674" alt="Three lawyers in discussion" class="lazyload" data-src="/sites/default/files/media/image/avoid%20unnessecary%20collection.jpg" /> </div> </div> </div> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-center">Avoid unnecessary collection of personal or sensitive information</p></div> </div> </section> </div> <div class="carousel-item-wrapper list-item-wrapper px-3"> <section id="paragraph-d_p_carousel_item-211316" class="wrapper-d_p_carousel_item with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-carousel-item paragraph--type--d-p-carousel-item paragraph--view-mode--default"> <div class="field field--name-field-d-media-icon field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <img loading="lazy" width="3000" height="3000" alt="A person working on their laptop with a graphic of the globe overlaid on the image. " class="lazyload" data-src="/sites/default/files/media/image/hostESI.jpg" /> </div> </div> </div> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-center">Host ESI locally in the country/region in which it resides</p></div> </div> </section> </div> <div class="carousel-item-wrapper list-item-wrapper px-3"> <section id="paragraph-d_p_carousel_item-211317" class="wrapper-d_p_carousel_item with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-carousel-item paragraph--type--d-p-carousel-item paragraph--view-mode--default"> <div class="field field--name-field-d-media-icon field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <img loading="lazy" width="4140" height="4140" alt="A lawyer stamping a document" class="lazyload" data-src="/sites/default/files/media/image/Redact.jpg" /> </div> </div> </div> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-center">Redact or anonymize PII<span style="background-color:yellow;color:#111111;font-family:"Arial",sans-serif;font-size:10.0pt;"><o:p></o:p></span></p></div> </div> </section> </div> <div class="carousel-item-wrapper list-item-wrapper px-3"> <section id="paragraph-d_p_carousel_item-211318" class="wrapper-d_p_carousel_item with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-carousel-item paragraph--type--d-p-carousel-item paragraph--view-mode--default"> <div class="field field--name-field-d-media-icon field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <img loading="lazy" width="2651" height="2651" alt="Two lawyers pointing at a document." class="lazyload" data-src="/sites/default/files/media/image/identifyExceptions.jpg" /> </div> </div> </div> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-center">Identify statutory exceptions to applicable privacy restraints</p></div> </div> </section> </div> <div class="carousel-item-wrapper list-item-wrapper px-3"> <section id="paragraph-d_p_carousel_item-211319" class="wrapper-d_p_carousel_item with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-carousel-item paragraph--type--d-p-carousel-item paragraph--view-mode--default"> <div class="field field--name-field-d-media-icon field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <img loading="lazy" width="3696" height="3696" alt="A lawyer typing on a laptop with a graphic of a lock overlaid. " class="lazyload" data-src="/sites/default/files/media/image/enactStrong.jpg" /> </div> </div> </div> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-center">Enact strong security measures to protect the confidentiality of data (this includes access controls and secure storage)</p></div> </div> </section> </div> <div class="carousel-item-wrapper list-item-wrapper px-3"> <section id="paragraph-d_p_carousel_item-211321" class="wrapper-d_p_carousel_item with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-carousel-item paragraph--type--d-p-carousel-item paragraph--view-mode--default"> <div class="field field--name-field-d-media-icon field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <img loading="lazy" width="3744" height="3744" alt="A graphic of a document icon with a web of lines leading to icons of people." class="lazyload" data-src="/sites/default/files/media/image/ensureThirdParty.jpg" /> </div> </div> </div> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-center">Ensure third-party eDiscovery services have robust data privacy protocols<o:p></o:p></p></div> </div> </section> </div> </div> </div> </div> <div class="pt-4"> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211330" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default"> <div class="side-header container"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">What Are Some Challenges Associated with eDiscovery?</span></p></h2> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <section id="paragraph-d_p_single_text_block-211328" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">The Data Itself</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>The first and ever-increasing challenge has to do with data itself: the sheer volume of it, the varying types, and the disparate locations where it lives. With more people working remotely and on a growing number of platforms, enormous amounts of data are being produced every day. The more widely dispersed the data is, the more complex eDiscovery can be.</p></div> </div> </div> </section> </div> <div class="list-item-wrapper col-sm-6 item-2"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="2000" height="2757" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/dataItself.png?itok=BRVQSKZX 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="1654" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/dataItself.png?itok=I4lmAkP4 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="1059" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/dataItself.png?itok=BHd5HS05 1x"/> <img loading="eager" width="2000" height="2757" alt="Two hands write on a notebook with icons overlaid on the image" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/dataItself.png?itok=BRVQSKZX" /> </picture> </div> </div> </div> </div> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211334" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default without-header"> <div class="side-header container"> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1785" height="2461" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/resourcestest%20%283%29.png?itok=JzkqcheW 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="1654" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/resourcestest%20%283%29.png?itok=7ZiQdWk0 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="1059" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/resourcestest%20%283%29.png?itok=Maf7uXsH 1x"/> <img loading="eager" width="1785" height="2461" alt="Colleagues at a law firm look at a laptop together. " class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/resourcestest%20%283%29.png?itok=JzkqcheW" /> </picture> </div> </div> </div> </div> </div> <div class="list-item-wrapper col-sm-6 item-2"> <section id="paragraph-d_p_single_text_block-211332" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">Resources</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>The size of a company and the volume of legal issues it faces can influence the ease at which eDiscovery happens. Larger companies are more likely to have internal IT resources to help with eDiscovery. Companies that do a lot of eDiscovery are more likely to have established and well-enforced data management policies.  </p></div> </div> </div> </section> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211337" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default without-header"> <div class="side-header container"> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <section id="paragraph-d_p_single_text_block-211335" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">Cost</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Costs incurred during eDiscovery include data processing, hosting, review, and expenses related to specialized eDiscovery technology. The document review phase represents the largest portion of eDiscovery costs, which increase with the volume of data. To help manage expenses, some companies use contract attorneys for portions of the review process.</p></div> </div> </div> </section> </div> <div class="list-item-wrapper col-sm-6 item-2"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="2000" height="2757" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/CostTest_3.png?itok=p5UDy2g7 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="1654" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/CostTest_3.png?itok=5URstE1C 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="1059" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/CostTest_3.png?itok=jxcjSHOD 1x"/> <img loading="eager" width="2000" height="2757" alt="A lawyer reviewing docs" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/CostTest_3.png?itok=p5UDy2g7" /> </picture> </div> </div> </div> </div> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211340" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default without-header"> <div class="side-header container"> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1767" height="2437" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/dataPrivacy_0.png?itok=rndWYbAc 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="1655" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/dataPrivacy_0.png?itok=tYFrOeFB 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="1059" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/dataPrivacy_0.png?itok=IMkPYEDG 1x"/> <img loading="eager" width="1767" height="2437" alt="A lawyer pointing with a security icon and a web of profile icons overlaid on the photo." class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/dataPrivacy_0.png?itok=rndWYbAc" /> </picture> </div> </div> </div> </div> </div> <div class="list-item-wrapper col-sm-6 item-2"> <section id="paragraph-d_p_single_text_block-211338" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">Data Privacy</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Ensuring the security of sensitive information can be tricky. What happens if privileged documents are given to opposing counsel? This can happen under the best of circumstances, so it’s prudent to have a clawback agreement in place that allows for privileged materials to be returned without a waiver of privilege.</p></div> </div> </div> </section> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211343" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default without-header"> <div class="side-header container"> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <section id="paragraph-d_p_single_text_block-211341" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">Data in Multiple Languages</span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Documents in multiple languages add complexity to the eDiscovery process, requiring translation as well as cultural sensitivity. </p><p> </p><p> </p><p> </p></div> </div> </div> </section> </div> <div class="list-item-wrapper col-sm-6 item-2"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1722" height="2375" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/dataLanguages.png?itok=27AwWfY0 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="1655" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/dataLanguages.png?itok=5xbBPlyb 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="1059" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/dataLanguages.png?itok=fwh_34c6 1x"/> <img loading="eager" width="1722" height="2375" alt="A group of lawyers from India reviewing a document on a laptop." class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/dataLanguages.png?itok=27AwWfY0" /> </picture> </div> </div> </div> </div> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_side_by_side-211346" class="wrapper-d_p_side_by_side margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph d-p-side-by-side with-forced-long-text-margin paragraph--type--d-p-side-by-side paragraph--view-mode--default without-header"> <div class="side-header container"> </div> <div class="d-p-tiles-wrapper expandable-content"> <div class="container items"> <section class="row"> <div class="field field--name-field-d-p-sbs-items field--type-entity-reference-revisions field--label-hidden w-100 items-wrapper d-flex flex-wrap"> <div class="list-item-wrapper col-sm-6 item-1"> <div class="d-media-background-wrapper"> <div class="field field--name-field-d-p-media-item field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1819" height="2508" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/crossBorder_0.png?itok=-TAxdScj 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="1655" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/crossBorder_0.png?itok=sUKzkcXY 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="1059" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/crossBorder_0.png?itok=FQpKDgpQ 1x"/> <img loading="eager" width="1819" height="2508" alt="A hand reaching out to a graphic of the globe, all overlaid on a photo of a blurred cityscape." class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/crossBorder_0.png?itok=-TAxdScj" /> </picture> </div> </div> </div> </div> </div> <div class="list-item-wrapper col-sm-6 item-2"> <section id="paragraph-d_p_single_text_block-211344" class="wrapper-d_p_single_text_block with-long-text theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix paragraph d-p-text-block paragraph--type--d-p-single-text-block paragraph--view-mode--default"> <div class="content-wrapper"> <h2 class="field field--name-field-d-main-title field--type-text-long field--label-hidden"><p><span style="font-size:18px;">Cross-Border eDiscovery </span></p></h2> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>This necessitates navigating different legal systems and data protection regulations while being cognizant of and complying with international laws.</p><p> </p><p> </p><p> </p></div> </div> </div> </section> </div> </div> </section> </div> </div> </div> </section> </div> <div class="field__item"> <section id="paragraph-d_p_block-213837" class="wrapper-d_p_block full-width margin-bottom-medium margin-top-big padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph paragraph--type--d-p-block paragraph--view-mode--default"> <div data-id="paragraph-d_p_block-213837"> <div class="content-wrapper"> <div class="content "> <div class="field field--name-field-block field--type-d-block-field field--label-hidden field__item"> <div class="block block-webform block-webform-block"> <h2 class="container text-center block__title">Are your ready to speak to an expert about our eDiscovery services?</h2> <div class="content"> <form class="webform-submission-form webform-submission-add-form webform-submission-simple-request-info-form webform-submission-simple-request-info-add-form js-webform-submit-once js-webform-details-toggle webform-details-toggle antibot" data-drupal-selector="contact-form-zoominfo" data-action="/taxonomy/term/10/feed" action="/antibot" method="post" id="contact-form-zoominfo" accept-charset="UTF-8"> <noscript> <div class="antibot-no-js antibot-message antibot-message-warning">You must have JavaScript enabled to use this form.</div> </noscript> <div class="row container js-form-wrapper form-group" style="margin:auto;" data-drupal-selector="edit-row-container" id="edit-row-container"><div class="col-lg-6 col-sm-12 js-form-wrapper form-group" data-drupal-selector="edit-left-container" id="edit-left-container"> <fieldset id="edit-left-markup" class="js-form-item js-form-type-webform-markup form-type-webform-markup js-form-item-left-markup form-item-left-markup form-no-label form-group"> <div id="contact">-</div><h2 class="supercool-text">Kickstart Your Global Strategy</h2><p class="supercool-p">We help clients reach new global markets by connecting with audiences and delivering exceptional customer experiences—in any language.</p><p><br> </p><p><img alt="" src="/sites/default/files/styles/multi_tab_cta_decoration_265_265/public/media/image/globe_pin.png"></p><p> </p> </fieldset> </div> <div class="form-row col-lg-6 col-sm-12 js-form-wrapper form-group" data-drupal-selector="edit-right-container" id="edit-right-container"> <fieldset style="padding:5px" id="edit-markup" class="js-form-item js-form-type-webform-markup form-type-webform-markup js-form-item-markup form-item-markup form-no-label form-group"> <h3>Complete the form to request information</h3> </fieldset> <fieldset style="padding:5px; margin-bottom:5px;" class="js-form-item js-form-type-select form-type-select js-form-item-fq-all-comments-c form-item-fq-all-comments-c form-no-label form-group"> <select data-drupal-selector="edit-fq-all-comments-c" id="edit-fq-all-comments-c" name="fq_all_comments_c" class="form-select required form-control" required="required" aria-required="true"><option value="" selected="selected">How can we help?</option><option value="service_price">Questions about services/technology/pricing</option><option value="service_price2">Request a consultation</option><option value="rfp">Invite ��ɫ to participate in a RFP/RFI</option><option value="job">Job applicant/career questions</option><option value="vendor">Vendor/linguist questions</option><option value="press">Press Inquires</option><option value="other">Other</option></select> </fieldset> <div class="js-webform-states-hidden js-form-wrapper" data-drupal-states="{"visible":{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}}}"> <fieldset class="js-form-item js-form-type-processed-text form-type-processed-text js-form-item- form-item- form-no-label form-group" id="edit-linguist-message"> <div style="margin-bottom: 15px; padding: 10px; color: #ff0000; background: #fbeeee; border: 1px solid #ff0000;">Please visit <a href="https://gateway.transperfect.com/home">https://gateway.transperfect.com/home</a> to register in our system and submit questions</div> </fieldset> </div><div class="js-webform-states-hidden js-form-wrapper" data-drupal-states="{"visible":{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}}"> <fieldset class="js-form-item js-form-type-processed-text form-type-processed-text js-form-item- form-item- form-no-label form-group" id="edit-job-message"> <div style="background-color:#fbeeee;border:1px solid #ff0000;color:#ff0000;margin-bottom:15px;padding:10px;">Please visit <a href="https://www.linkedin.com/company/transperfect/jobs/">LinkedIn</a> to check our live openings.</div> </fieldset> </div> <fieldset class="form-group col-md-6 js-webform-states-hidden js-form-item js-form-type-textfield form-type-textfield js-form-item-first-name form-item-first-name form-no-label" style="margin-bottom:10px;"> <input data-drupal-selector="edit-first-name" type="text" id="edit-first-name" name="first_name" value="" size="60" maxlength="255" placeholder="First Name" class="form-text form-control" data-drupal-states="{"invisible":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}],"optional":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}]}" /> </fieldset> <fieldset class="form-group col-md-6 js-webform-states-hidden js-form-item js-form-type-textfield form-type-textfield js-form-item-last-name form-item-last-name form-no-label" style="margin-bottom:10px;"> <input data-drupal-selector="edit-last-name" type="text" id="edit-last-name" name="last_name" value="" size="60" maxlength="255" placeholder="Last Name" class="form-text form-control" data-drupal-states="{"invisible":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}],"optional":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}]}" /> </fieldset> <fieldset class="form-group col-md-6 js-webform-states-hidden js-form-item js-form-type-textfield form-type-textfield js-form-item-title form-item-title form-no-label" style="margin-bottom:10px;"> <input data-drupal-selector="edit-title" type="text" id="edit-title" name="title" value="" size="60" maxlength="255" placeholder="Job Title" class="form-text form-control" data-drupal-states="{"invisible":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}]}" /> </fieldset> <fieldset class="form-group col-md-6 js-webform-states-hidden js-form-item js-form-type-textfield form-type-textfield js-form-item-phone-work form-item-phone-work form-no-label" style="margin-bottom:10px;"> <input data-drupal-selector="edit-phone-work" type="text" id="edit-phone-work" name="phone_work" value="" size="60" maxlength="255" placeholder="Telephone" class="form-text form-control" data-drupal-states="{"required":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"service_price"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"other"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"rfp"}}],"invisible":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}]}" /> </fieldset> <fieldset class="form-group col-md-6 js-webform-states-hidden js-form-item js-form-type-email form-type-email js-form-item-email form-item-email form-no-label" style="margin-bottom:10px;"> <input pattern="^(.(?!ru|xyz|gmail|hotmail|yahoo|msn|aol|adopt|oueue|atrimoney|badly|powds|bostoto|bycesoir|card|jsafes|haven|kupalniki|zenfulz|mailknox|mailcos|webfreemailz|goaglie|yandex|yourmailz|zingy|saso|skypiv))*$" data-webform-pattern-error="Sorry due to excessive spam we do not accept emails that match this pattern. Please use a different email or reach us via phone." data-drupal-selector="edit-email" type="email" id="edit-email" name="email" value="" size="60" maxlength="254" placeholder="Email" class="form-email form-control" data-drupal-states="{"invisible":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}],"optional":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}]}" /> </fieldset> <fieldset class="form-group col-md-6 js-webform-states-hidden js-form-item js-form-type-textfield form-type-textfield js-form-item-account-name form-item-account-name form-no-label" style="margin-bottom:10px;"> <input data-drupal-selector="edit-account-name" type="text" id="edit-account-name" name="account_name" value="" size="60" maxlength="255" placeholder="Company" class="form-text form-control" data-drupal-states="{"required":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"rfp"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"service_price"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"other"}}],"invisible":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}]}" /> </fieldset> <fieldset style="padding:0 5px" class="js-webform-states-hidden js-form-item js-form-type-textarea form-type-textarea js-form-item-fq-other-comment-c form-item-fq-other-comment-c form-group"> <label for="edit-fq-other-comment-c">Message :</label> <div class="form-textarea-wrapper"> <textarea data-drupal-selector="edit-fq-other-comment-c" data-drupal-states="{"invisible":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}],"optional":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}]}" id="edit-fq-other-comment-c" name="fq_other_comment_c" rows="5" cols="60" class="form-textarea form-control resize-vertical"></textarea> </div> </fieldset> <input data-drupal-selector="edit-agree-privacy-policy" type="hidden" name="agree_privacy_policy" value="" class="form-control" /> <div class="d-none js-webform-states-hidden js-form-item js-form-type-checkbox checkbox form-check js-form-item-email-opt-in-c form-item-email-opt-in-c disabled" style="padding:10px 30px"> <label class="form-check-label"> <input data-drupal-selector="edit-email-opt-in-c" disabled="disabled" type="checkbox" id="edit-email-opt-in-c" name="email_opt_in_c" value="1" class="form-checkbox form-check-input" data-drupal-states="{"invisible":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}]}">  Old Hidden - Subscribe to the ��ɫ email newsletter </label> </div> <div style="padding:10px 30px" class="js-webform-states-hidden js-form-item js-form-type-checkbox checkbox form-check js-form-item-fq-email-sub-c form-item-fq-email-sub-c"> <label class="form-check-label"> <input data-drupal-selector="edit-fq-email-sub-c" type="checkbox" id="edit-fq-email-sub-c" name="fq_email_sub_c" value="1" class="form-checkbox form-check-input" data-drupal-states="{"invisible":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}]}">  Subscribe to the ��ɫ email newsletter </label> </div> <div data-drupal-selector="edit-captcha" class="captcha captcha-type-challenge--recaptcha"> <div class="captcha__element"> <input data-drupal-selector="edit-captcha-sid" type="hidden" name="captcha_sid" value="30509200" class="form-control" /> <input data-drupal-selector="edit-captcha-token" type="hidden" name="captcha_token" value="zNpEI84HcmEt1NmvrpklAG3XFIecmMsFy3iGPWvuR3k" class="form-control" /> <input data-drupal-selector="edit-captcha-response" type="hidden" name="captcha_response" value="" class="form-control" /> <div class="g-recaptcha" data-sitekey="6Lfr0i0UAAAAAH3iFhMJ1dn3KN6Rw0foGyc2Br59" data-theme="light" data-type="image"></div> <noscript> <div style="width: 302px; height: 352px;"> <div style="width: 302px; height: 352px; position: relative;"> <div style="width: 302px; height: 352px; position: absolute;"> <iframe src="https://www.recaptcha.net/recaptcha/api/fallback?k=6Lfr0i0UAAAAAH3iFhMJ1dn3KN6Rw0foGyc2Br59&hl=en" title="Google captcha" style="border: none; overflow: hidden; width: 302px; height:352px; border-style: none;"></iframe> </div> <div style="width: 250px; height: 80px; position: absolute; border-style: none; bottom: 21px; left: 25px; margin: 0px; padding: 0px; right: 25px;"> <textarea id="g-recaptcha-response" name="g-recaptcha-response" class="g-recaptcha-response" style="width: 250px; height: 80px; border: 1px solid #c1c1c1; margin: 0px; padding: 0px; resize: none;" value=""></textarea> </div> </div> </div> </noscript> <input data-drupal-selector="edit-captcha-cacheable" type="hidden" name="captcha_cacheable" value="1" class="form-control" /> </div> </div> <div data-drupal-selector="edit-actions" class="form-actions webform-actions js-form-wrapper form-group" data-drupal-states="{"disabled":[{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"vendor"}},"or",{".webform-submission-simple-request-info-add-form :input[name=\u0022fq_all_comments_c\u0022]":{"value":"job"}}]}" id="edit-actions"><input class="webform-button--submit button--primary js-form-submit form-submit btn btn-primary" data-drupal-selector="edit-actions-submit" type="submit" id="edit-actions-submit" name="op" value="Submit"/> </div> <fieldset id="edit-processed-text" class="js-form-item js-form-type-processed-text form-type-processed-text js-form-item- form-item- form-no-label form-group"> <p><span style="font-size:10px;">By submitting this form, you agree to the <a href="/privacy">privacy policy</a> and terms of this website.</span></p> </fieldset> </div> </div> <input data-drupal-selector="edit-freequote-quotetype-c" type="hidden" name="freequote_quotetype_c" value="" class="form-control" /> <input data-drupal-selector="edit-ga-key-c" type="hidden" name="ga_key_c" value="" class="form-control" /> <input data-drupal-selector="edit-ga-source-c" type="hidden" name="ga_source_c" value="" class="form-control" /> <input data-drupal-selector="edit-ga-landing-c" type="hidden" name="ga_landing_c" value="" class="form-control" /> <input data-drupal-selector="edit-fq-email-distro-c" type="hidden" name="fq_email_distro_c" value="us_online_quote@transperfect.com" class="form-control" /> <input data-drupal-selector="edit-lead-source" type="hidden" name="lead_source" value="Website Form" class="form-control" /> <input data-drupal-selector="edit-campaign-id" type="hidden" name="campaign_id" value="62758b16-e454-11e7-bfe8-0699afa2cd79" class="form-control" /> <input data-drupal-selector="edit-assigned-user-id" type="hidden" name="assigned_user_id" value="00540000000oP0VAAU" class="form-control" /> <input data-drupal-selector="edit-team-id" type="hidden" name="team_id" value="1" class="form-control" /> <input data-drupal-selector="edit-team-set-id" type="hidden" name="team_set_id" value="1" class="form-control" /> <input data-drupal-selector="edit-eng-event-name-c" type="hidden" name="eng_event_name_c" value="Contact Us" class="form-control" /> <input data-drupal-selector="edit-engagement-type-c" type="hidden" name="engagement_type_c" value="Form_Generic" class="form-control" /> <input data-drupal-selector="edit-eng-new-check-c" type="hidden" name="eng_new_check_c" value="1" class="form-control" /> <input data-drupal-selector="edit-eng-origin-site-c" type="hidden" name="eng_origin_site_c" value="TPT English" class="form-control" /> <input data-drupal-selector="edit-eng-vertical-c" type="hidden" name="eng_vertical_c" value="" class="form-control" /> <input data-drupal-selector="edit-fq-hidden-url-c" 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220 }, 800); $('#edit-first-name').focus(); return false; }); }); </script> </fieldset> <input data-drupal-selector="edit-exit-page" type="hidden" name="exit_page" value="/thanks" class="form-control" /> <input data-drupal-selector="edit-cheq-category-c" type="hidden" name="cheq_category_c" value="" class="form-control" /> <input data-drupal-selector="edit-primary-address-city" type="hidden" name="primary_address_city" value="" class="form-control" /> <input data-drupal-selector="edit-primary-address-state" type="hidden" name="primary_address_state" value="" class="form-control" /> <input data-drupal-selector="edit-primary-address-country" type="hidden" name="primary_address_country" value="" class="form-control" /> <input autocomplete="off" data-drupal-selector="form-qhwaobrlys9njbvxvepg8ymj6aerzzkwtm-bz-7rfs" type="hidden" name="form_build_id" value="form-QHwAoBrlYS9nJbVXvEPG8YMj6AERZzkwtm--BZ_7rFs" class="form-control" /> <input data-drupal-selector="edit-webform-submission-simple-request-info-add-form" type="hidden" name="form_id" value="webform_submission_simple_request_info_add_form" class="form-control" /> <input data-drupal-selector="edit-antibot-key" type="hidden" name="antibot_key" value="" class="form-control" /> </form> </div> </div> </div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/legal" hreflang="en">Legal</a></div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/legal" hreflang="en">Legal</a></div> </div> Thu, 14 Mar 2024 15:18:14 +0000 muna.abdulkader 51433 at /about/press/transperfect-legal-named-2023-service-provider-year-australia-and-new-zealand <span class="field field--name-title field--type-string field--label-hidden">��ɫ Legal Named as a 2023 Service Provider of the Year for Australia and New Zealand </span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>jpressman</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2024-01-23T20:00:00-05:00" title="Tuesday, January 23, 2024 - 20:00" class="datetime">Tue, 01/23/2024 - 20:00</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Press Release</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-211911" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/about/press/transperfect-legal-named-2023-service-provider-year-australia-and-new-zealand"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/jpeg" width="1080" height="1080" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/melbourne-office.jpg?itok=i98VnvHr 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/jpeg" width="1080" height="1080" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/melbourne-office.jpg?itok=B8547ZG3 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/jpeg" width="768" height="768" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/melbourne-office.jpg?itok=5PvzveDw 1x"/> <img loading="eager" width="1080" height="1080" alt="Melbourne" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/melbourne-office.jpg?itok=i98VnvHr" /> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-197210" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> <div class="field field--name-field-t-post-info-content field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-197209" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><h3 class="text-align-left">Company Honoured for Excellence in Legal Technology and eDiscovery</h3> <p class="text-align-left"><strong>SYDNEY and NEW YORK, January 23, 2024</strong> – <a href="https://www.transperfectlegal.com/">��ɫ Legal</a>, a global provider of eDiscovery and litigation support solutions, has received <em>Australasian Lawyer</em> and <em>NZ Lawyer</em>’s 2023 Service Provider Award within the legal technology and eDiscovery category for the second consecutive year.</p> <p class="text-align-left"><em>Australasian Lawyer</em> and <em>NZ Lawyer</em>’s Service Provider Awards spotlight legal providers that are delivering the industry’s most effective and transformative solutions across legal technology, legal services, litigation support and consulting, recruiting, staffing and outsourcing, and ADR and mediation.</p> <p class="text-align-left">��ɫ's first Australian office opened in Sydney in 2007, with a dedicated ��ɫ Legal support team, servers, and forensic lab added in 2019. In response to the office’s rapid growth and the high demand for ��ɫ services in Australia, the company later added a Melbourne office. ��ɫ Legal was also named Australasian Legal Service Provider of the Year by Australasian Lawyer, and honoured as a 5 Star Service Provider by Australasian Lawyer in 2022.</p> <p class="text-align-left">��ɫ President and CEO Phil Shawe commented, “We are proud to be recognised by Australasian Lawyer and NZ Lawyer. Credit for this award goes to our team of eDiscovery professionals and their unwavering commitment to our clients.”</p> <h3 class="text-align-left">About ��ɫ Legal</h3> <p class="text-align-left"><a href="https://c212.net/c/link/?t=0&l=en&o=3004854-1&h=3204000993&u=http%3A%2F%2Fwww.transperfectlegal.com%2F&a=��ɫ+Legal+��ɫ">��ɫ Legal</a> is a global leader in legal technology and support. Founded in 1992, ��ɫ Legal has offices in 120+ cities across 6 continents and offers a suite of services and technologies to Am Law 200 and Global 100 law firms as well as corporate legal departments. ��ɫ include <a href="https://www.transperfectlegal.com/services/forensic-technology-consulting">forensic technology and consulting</a>, <a href="https://www.transperfectlegal.com/services/ediscovery-early-case-assessment">e-discovery and early data assessment</a>, <a href="https://www.transperfectlegal.com/services/document-review-legal-staffing">managed review and legal staffing</a>,<a href="https://c212.net/c/link/?t=0&l=en&o=3004854-1&h=2122189751&u=http%3A%2F%2Fwww.transperfectlegal.com%2Fsolutions%2Flanguage_services&a=language+services"> language services</a>, <a href="https://www.transperfectlegal.com/services/deposition-trial-support">deposition and trial support</a>, and <a href="https://www.transperfectlegal.com/services/document-printing-scanning">paper discovery and production</a>, all offered alongside the <a href="https://www.transperfectlegal.com/technology">Reef Technology</a> ecosystem, ��ɫ Legal’s suite of proprietary applications that address the needs of legal and regulatory practitioners around the world. <a href="C:\10.86.178.62\Users\bfischetti\AppData\Local\Microsoft\Windows\INetCache\Content.Outlook\K123BWNN\www.transperfectlegal.com">www.transperfectlegal.com</a>.</p> <h3 class="text-align-left">About ��ɫ</h3> <p class="text-align-left"><a href="http://www.transperfect.com/" tabindex="-1">��ɫ</a> is the world’s largest provider of <a href="http://www.transperfect.com/services/_services.html" tabindex="-1" target="_blank">language</a> and <a href="http://www.transperfect.com/about/technology_globalization.html" tabindex="-1" target="_blank">technology solutions</a> for global business. From offices in more than 100 cities on six continents, ��ɫ offers a full range of services in 200+ languages to clients worldwide. More than 6,000 global organizations employ ��ɫ’s <a href="/globallink/" tabindex="-1" target="_blank">GlobalLink</a> technology to simplify the management of multilingual content. With an unparalleled commitment to quality and client service, ��ɫ is fully <a href="http://www.transperfect.com/about/quality_iso.html" tabindex="-1" target="_blank">ISO 9001</a> and <a href="http://www.transperfect.com/about/quality_iso.html" tabindex="-1" target="_blank">ISO 17100</a> certified. ��ɫ has global headquarters in New York, with regional headquarters in London and Hong Kong. For more information, please visit our website at <a href="http://www.transperfect.com/" tabindex="-1" target="_blank">www.transperfect.com</a>.</p> </div> </div> </div> </section> </div> </div> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">By ��ɫ Legal</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/legal" hreflang="en">Legal</a></div> </div> Wed, 24 Jan 2024 01:00:00 +0000 jpressman 50086 at /about/press/transperfect-legal-solutions-acquires-edepoze-streamline-remote-depositions <span class="field field--name-title field--type-string field--label-hidden">��ɫ Legal ��ɫ Acquires eDepoze to Streamline Remote Depositions</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>kgentile</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2023-06-06T10:16:12-04:00" title="Tuesday, June 6, 2023 - 10:16" class="datetime">Tue, 06/06/2023 - 10:16</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Press Release</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-170243" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/about/press/transperfect-legal-solutions-acquires-edepoze-streamline-remote-depositions"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/jpeg" width="1200" height="627" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/eDepoze-PR-2.jpg?itok=A62Ig0nR 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/jpeg" width="1200" height="627" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/eDepoze-PR-2.jpg?itok=Acm1u3tH 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/jpeg" width="768" height="401" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/eDepoze-PR-2.jpg?itok=VRrpVZwk 1x"/> <img loading="eager" width="1200" height="627" alt="eDepoze" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/eDepoze-PR-2.jpg?itok=A62Ig0nR" /> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-170246" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> <div class="field field--name-field-t-post-info-content field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-170245" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><h3>Company Expects to Increase Investment in Deposition Technology Platforms</h3> <p> </p> <p><span><span><b><span><span><span>NEW YORK, June 6, 2023</span></span></span></b><span><span><span> – </span></span></span><span><span><span><span><a href="https%3A%2F%2Fwww.transperfectlegal.com%2F&a=��ɫ+Legal+��ɫ" target="_blank">��ɫ Legal ��ɫ</a></span></span></span></span><u><span><span><span style="color:blue"> (TLS)</span></span></span></u><span><span>, a global provider of e-discovery and litigation support solutions for law firms and corporate legal departments, today announced its acquisition of the electronic exhibit-sharing platform eDepoze. Financial terms were not disclosed.</span></span></span></span></p> <p><span><span> </span></span><span><span><span><span>The acquisition of eDepoze supplements ��ɫ Legal ��ɫ’ deposition services offerings and provides clients with an industry-leading electronic exhibit-sharing platform that simplifies workflows for examination before trial (EBT) requirements, including remote and in-person depositions. eDepoze is integrated with Zoom and provides users with a centralized location to store their exhibits and present them during depositions and hearings in litigation, arbitration, and other legal proceedings.  </span></span></span></span></p> <p><span><span><span><span>eDepoze was created in 2013 by litigator Shawn Kennedy with a vision to provide legal professionals with an innovative platform to make their practice easier and more efficient. In the decade since, it has grown to be the exhibit-sharing platform of choice for more than 50 AmLaw 100 law firms and Fortune 500 corporate legal departments.</span></span></span></span></p> <p><span><span><span><span>Kennedy said, “eDepoze was designed to enable litigation to go fully digital, whether parties are in person or remote. By combining ��ɫ’s commitment to best-of-breed legal technology and its array of global legal support solutions with the exhibit platform, I am confident that eDepoze will scale to even greater heights.” </span></span></span></span></p> <p><span><span><span><span>��ɫ President and CEO Phil Shawe stated, “The addition of the eDepoze platform to our deposition services and legal solutions offerings will bring an immediate benefit to our combined client base.”</span></span></span></span></p> <p> </p> <p><span><span><b><span><span>About eDepoze</span></span></b></span></span></p> <p><span><span><span><span><span>eDepoze, LLC is a legal technology company whose litigation software platform is a collaborative, cloud-based system that brings new efficiencies to the disordered and paper-intensive phase of litigation following eDiscovery. The eDepoze system allows attorneys to mark, distribute and present electronic exhibits and other media during arbitrations, depositions, witness prep sessions, trials, hearings, and mediations, whether those events are attended in person or remotely. Litigation teams can use eDepoze’s software to collaborate together as they go from event to event, with all their files organized in one place. For more information, visit <u><span style="color:blue"><a href="http://www.edepoze.com/">eDepoze.com</a></span></u>.</span></span></span></span></span></p> <p> </p> <p><span><span><b><span><span>About ��ɫ</span></span></b><span><span> <b>Legal ��ɫ</b><br /> <span><span><a href="https://www.transperfectlegal.com" target="_blank">��ɫ Legal ��ɫ</a></span></span> (TLS) is an industry leader in global legal support. Founded in 1992, TLS offers a full suite of services, including <span><span><a href="https://www.transperfectlegal.com%2Fsolutions%2Fforensic&a=forensic+technology+and+consulting" target="_blank">forensic technology and consulting</a></span></span>, <span><span><a href="https://www.transperfectlegal.com%2Fsolutions%2Fediscovery.html&a=e-discovery+and+early+data+assessment" target="_blank">e-discovery and early data assessment</a></span></span>, <span><span><a href="http%3A%2F%2Fwww.transperfectlegal.com%2Fsolutions%2Flegal_staffing&a=managed+review+and+legal+staffing" target="_blank">managed review and legal staffing</a></span></span>, <span><span><a href="http%3A%2F%2Fwww.transperfectlegal.com%2Fsolutions%2Flanguage_services&a=language+services" target="_blank">language services</a></span></span>, <span><span><a href="https://www.transperfectlegal.com/services/deposition-trial-support" target="_blank">deposition and trial support</a></span></span>, and <span><span><a href="https://www.transperfectlegal.com/services/document-printing-scanning" target="_blank">paper discovery and production</a></span></span>. With offices in over 100 cities across six continents, TLS is a trusted partner for every Am Law 200 and Global 100 law firm, as well as the majority of Fortune 500 corporate legal departments. For more information, visit <span><span><a href="https://www.transperfectlegal.com" target="_blank">www.transperfectlegal.com</a></span></span>.</span></span></span></span></p> <p> </p> <p align="left"><span><span><strong>About ��ɫ</strong><br /> <span><span><span style="font-weight:normal"><a href="http://www.transperfect.com/">��ɫ</a></span></span></span><span><span> is the world’s largest provider of </span></span><span><span><span style="font-weight:normal"><a href="http://www.transperfect.com/services/_services.html" target="_blank">language</a></span></span></span><span><span style="font-weight:normal"> and </span></span><span><span><span style="font-weight:normal"><a href="http://www.transperfect.com/about/technology_globalization.html" target="_blank">technology solutions</a></span></span></span><span><span style="font-weight:normal"> for global business. From offices in more than 100 cities on six continents, ��ɫ offers a full range of services in 200+ languages to clients worldwide. More than 6,000 global organizations employ ��ɫ’s </span></span><span><span><span style="font-weight:normal"><a href="/globallink/" target="_blank">GlobalLink<sup>®</sup></a></span></span></span><span><span style="font-weight:normal"> technology to simplify the management of multilingual content. With an unparalleled commitment to quality and client service, ��ɫ is fully </span></span><span><span><span style="font-weight:normal"><a href="http://www.transperfect.com/about/quality_iso.html" target="_blank">ISO 9001</a></span></span></span><span><span style="font-weight:normal"> and </span></span><span><span><span style="font-weight:normal"><a href="http://www.transperfect.com/about/quality_iso.html" target="_blank">ISO 17100</a></span></span></span><span><span style="font-weight:normal"> certified. ��ɫ has global headquarters in New York, with regional headquarters in London and Hong Kong. For more information, please visit our website at </span></span><span><span><span style="font-weight:normal"><a href="http://www.transperfect.com/" target="_blank">www.transperfect.com</a></span></span></span><span><span style="font-weight:normal">.</span></span></span></span></p> </div> </div> </div> </section> </div> </div> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">��ɫ</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/legal" hreflang="en">Legal</a></div> </div> Tue, 06 Jun 2023 14:16:12 +0000 kgentile 33305 at /about/press/competition-law-expert-stefan-nigam-joins-transperfect-legal-solutions <span class="field field--name-title field--type-string field--label-hidden">Competition Law Expert Stefan Nigam Joins ��ɫ Legal ��ɫ</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>kgentile</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2023-05-18T11:18:19-04:00" title="Thursday, May 18, 2023 - 11:18" class="datetime">Thu, 05/18/2023 - 11:18</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Press Release</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-168720" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/about/press/competition-law-expert-stefan-nigam-joins-transperfect-legal-solutions"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/jpeg" width="1440" height="640" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/sn-pr-headshot.jpg?itok=tVvUg2bY 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/jpeg" width="1200" height="533" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/sn-pr-headshot.jpg?itok=4ke534YF 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/jpeg" width="768" height="341" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/sn-pr-headshot.jpg?itok=G20ngtVY 1x"/> <img loading="eager" width="1440" height="640" alt="Stefan Nigam" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/sn-pr-headshot.jpg?itok=tVvUg2bY" /> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-168723" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> <div class="field field--name-field-t-post-info-content field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-168722" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p><b>NEW YORK and LONDON, May 18, 2023</b> – <span><a href="https://www.transperfectlegal.com%2F&a=��ɫ+Legal+��ɫ" target="_blank">��ɫ Legal ��ɫ</a></span><u><span style="color:blue"> (TLS)</span></u>, a global provider of e-discovery and legal technology solutions for law firms and general counsel, today announced the hiring of Stefan Nigam as EMEA Director of Consulting and Information Governance.</p> <p>Bringing extensive expertise to ��ɫ, Nigam’s background includes advising on UK and EU cross-border merger control and antitrust investigations while practicing at Allen & Overy, a global top 20 law firm.</p> <p>Nigam was part of the Allen & Overy team acting to secure worldwide merger clearances for Refinitiv's $27B acquisition by the London Stock Exchange Group, following Phase II investigations by the European Commission and the Competition and Consumer Commission of Singapore. He was also involved with the firm’s legal technology innovation hub, Fuse, where he worked on developing proprietary, client-facing technology to facilitate the merger control process.</p> <p>Most recently, Nigam served as corporate counsel at global sports-betting technology provider Kambi, where he helped build the company's legal and regulatory functions.</p> <p>Based in TLS’s European headquarters in London, Nigam will take a leadership role in consulting law firms and corporate legal departments to develop technology-based solutions to improve day-to-day workflows and solve complex legal problems. While his focus will be on competition law matters, his skill set will significantly benefit other areas and practice groups.</p> <p>Nigam stated, “TLS has an international reputation for best-in-class legal technology services and solutions. I'm excited to leverage my private practice and in-house legal experience to further benefit the company’s clients, particularly in the competition law space.”</p> <p>��ɫ President and CEO Phil Shawe commented, “<span style="background:white">With AI solutions taking on greater importance in the legal industry, it is an auspicious time for ��ɫ to welcome Stefan to the team. Antitrust is a data-intensive area—and our clients will greatly benefit from his expertise</span>.”</p> <p> </p> <p><b>About ��ɫ</b> <b>Legal ��ɫ</b></p> <p><span><a href="https://www.transperfectlegal.com" target="_blank">��ɫ Legal ��ɫ</a></span> (TLS) is an industry leader in global legal support. Founded in 1992, TLS offers a full suite of services, including <span><a href="https://www.transperfectlegal.com%2Fsolutions%2Fforensic&a=forensic+technology+and+consulting" target="_blank">forensic technology and consulting</a></span>, <span><a href="www.transperfectlegal.com%2Fsolutions%2Fediscovery.html&a=e-discovery+and+early+data+assessment" target="_blank">e-discovery and early data assessment</a></span>, <span><a href="www.transperfectlegal.com%2Fsolutions%2Flegal_staffing&a=managed+review+and+legal+staffing" target="_blank">managed review and legal staffing</a></span>, <span><a href="https://www.transperfectlegal.com%2Fsolutions%2Flanguage_services&a=language+services" target="_blank">language services</a></span>, <span><a href="https://www.transperfectlegal.com/services/deposition-trial-support" target="_blank">deposition and trial support</a></span>, and <span><a href="https://www.transperfectlegal.com/services/document-printing-scanning" target="_blank">paper discovery and production</a></span>. With offices in more than 140 cities across six continents, TLS is a trusted partner for every Am Law 200 and Global 100 law firm, as well as the majority of Fortune 500 corporate legal departments. For more information, visit <span><a href="www.transperfectlegal.com" target="_blank">www.transperfectlegal.com</a></span>.</p> <p> </p> <p align="left" style="text-align: left;"><strong>About ��ɫ</strong></p> <p align="left" style="text-align: left;"><span><span style="font-weight:normal"><a href="/">��ɫ</a></span></span><span style="font-weight:normal"> is the world’s largest provider of </span><span><span style="font-weight:normal"><a href="/services/_services.html" target="_blank">language</a></span></span><span style="font-weight:normal"> and </span><span><span style="font-weight:normal"><a href="/about/technology_globalization.html" target="_blank">technology solutions</a></span></span><span style="font-weight:normal"> for global business. From offices in more than 140 cities on six continents, ��ɫ offers a full range of services in 200+ languages to clients worldwide. More than 6,000 global organizations employ ��ɫ’s </span><span><span style="font-weight:normal"><a href="/globallink/" target="_blank">GlobalLink<sup>®</sup></a></span></span><span style="font-weight:normal"> technology to simplify the management of multilingual content. With an unparalleled commitment to quality and client service, ��ɫ is fully </span><span><span style="font-weight:normal"><a href="/about/quality_iso.html" target="_blank">ISO 9001</a></span></span><span style="font-weight:normal"> and </span><span><span style="font-weight:normal"><a href="/about/quality_iso.html" target="_blank">ISO 17100</a></span></span><span style="font-weight:normal"> certified. ��ɫ has global headquarters in New York, with regional headquarters in London and Hong Kong. For more information, please visit our website at </span><span><span style="font-weight:normal"><a href="/" target="_blank">www.transperfect.com</a></span></span><span style="font-weight:normal">.</span></p> </div> </div> </div> </section> </div> </div> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">By ��ɫ</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/legal" hreflang="en">Legal</a></div> </div> Thu, 18 May 2023 15:18:19 +0000 kgentile 32928 at /blog/streamlining-dispute-resolution-through-ai-and-advanced-analytics <span class="field field--name-title field--type-string field--label-hidden">Streamlining Dispute Resolution through AI and Advanced Analytics</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>jpressman</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2023-04-25T11:01:51-04:00" title="Tuesday, April 25, 2023 - 11:01" class="datetime">Tue, 04/25/2023 - 11:01</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Blog</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-166268" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/blog/streamlining-dispute-resolution-through-ai-and-advanced-analytics"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1200" height="627" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/Dispute%20Resolution%20AI.png?itok=1TqDDK8T 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="627" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/Dispute%20Resolution%20AI.png?itok=bmIffEsT 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="401" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/Dispute%20Resolution%20AI.png?itok=1xiO9MXQ 1x"/> <img loading="eager" width="1200" height="627" alt="dispute-resolution" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/Dispute%20Resolution%20AI.png?itok=1TqDDK8T" /> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-166267" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> <div class="field field--name-field-t-post-info-content field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-166266" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><h3 class="text-align-left">Big Data Background</h3> <p class="text-align-left">While the use of artificial intelligence (AI) and advanced analytics in e-discovery can often seem like a black box, our webinar on <a href="https://www.transperfectlegal.com/resources/webinar/advanced-analytics-aI-in-complex-litigations-investigations">Advanced Analytics & AI in Complex Litigations & Investigations</a> from January 2023 aimed to break down the various technologies and demonstrate their value at all stages of a dispute.</p> <p class="text-align-left">Panelists argued that it is important, and in many cases necessary, to utilize AI and advanced analytics due to the sheer volume and diversity of data involved in present-day litigations and investigations.</p> <p class="text-align-left">As TLS President of Consulting & Information Governance Daniel Meyers stated, “The haystack is larger than it has ever been before, but this does not mean there are more needles; it just means that you have to work harder to find the needles.”</p> <p class="text-align-left">This is where deploying advanced analytics and AI is essential to separate the digital wheat from the chaff.</p> <h3 class="text-align-left">Pre-Review Analytics/AI</h3> <p class="text-align-left">Document review is the most expensive part of the e-discovery process, typically comprising 73 cents of every dollar spent on discovery. Accordingly, the only way to truly control e-discovery budgets is through a laser-sharp focus on filtering out the digital debris before promoting documents to a document review platform. Moving beyond traditional filtering approaches (search terms, date filters, and deduplication), the panelists explained that an essential step to addressing large datasets is deploying Pre-Review Analytics—leveraging analytics and AI to further identify and isolate non-responsive information prior to commencing document review.</p> <p class="text-align-left">There are several tools to identify data that can be excluded from hosting and review. One important tool is email domain filtering—identifying emails that contain search term hits but, in reality, are spam, industry newsletters, or other automated emails without meaningful human content. Concept clustering is another extremely useful tool, as it organizes documents based on the presence of similar terms or concepts and can quickly identify large groups of documents about trivial and/or non-relevant topics that happen to hit on search terms. Concept clustering can likewise help to refine search terms and identify pockets of data that warrant closer analysis.</p> <p class="text-align-left">TLS Vice President of Consulting Services Michael Kriegal summarized, “The idea is that you are getting top-level information about your data without looking at each individual document.”</p> <p class="text-align-left">Panelists cited a case study about a global manufacturer facing a class action over alleged product defects. While more than 80 percent of the documents were culled after deNISTing, keyword searches, and date filtering, an additional 1.4 million documents were filtered out using Pre-Review Analytics. This resulted in cost savings of over $1 million by eliminating an additional 1.4 million documents from the document review universe.</p> <h3 class="text-align-left">Investigative Analytics/AI</h3> <p class="text-align-left">In addition to using analytics to further cull the dataset, clustering can be especially helpful in internal investigations by quickly identifying whether there is any truth to the allegation(s) under examination. Another investigative tool is often referred to as “find more like these.” If a document is identified as being of interest, the system can find similar documents based on the words and phrases in the document. Communication mapping is another visual tool that shows who is talking to whom and how much. For example, communication mapping could show that an employee is consistently sending emails to their personal email address—raising a red flag.</p> <h3 class="text-align-left">Review Analytics/AI</h3> <p class="text-align-left">Once the team is at the review stage of the project, there are additional tools that can be used to streamline review and further reduce costs. First, email threading is used to group emails (replies, forwards, etc.) together. This can reduce the review population by suppressing lesser-inclusive emails fully contained in later-in-time emails in the thread. Email threading generally improves coding consistency, since emails in the same chain are reviewed and coded together. Second, one of the most powerful tools in a large review is technology-assisted review (TAR).</p> <p class="text-align-left">While there are several different TAR flavors and workflows, TAR, or “predictive coding,” at its core “is a process where a smaller set of documents is reviewed and coded by subject matter experts, and those [coding] decisions are used to create a model that can extrapolate the coding decisions on the remaining unreviewed document set,” said TLS Director Brittany Field. Several factors—including data types, volume, rate of responsiveness, and timeframe—will determine the most appropriate workflow. A TAR 1.0 model is ideal for large datasets when time and resources are especially tight. A TAR 2.0 workflow is best for low-richness datasets or where the lawyers want to ensure human eyes are on every document that is part of the production.</p> <p class="text-align-left">Lastly, it is important to consider whether foreign languages are in the dataset and how best to handle those, and whether enhanced machine translation or human translation will be required. While many languages are supported by the various TAR platforms, there may be a document translation requirement for production.</p> </div> </div> </div> </section> </div> </div> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">By ��ɫ Legal ��ɫ</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/legal" hreflang="en">Legal</a></div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/legal" hreflang="en">Legal</a></div> </div> Tue, 25 Apr 2023 15:01:51 +0000 jpressman 32525 at /blog/duty-competence-how-avoid-e-discovery-sanctions <span class="field field--name-title field--type-string field--label-hidden">The Duty of Competence: How to Avoid E-Discovery Sanctions</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>dmarra</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2023-04-10T13:58:29-04:00" title="Monday, April 10, 2023 - 13:58" class="datetime">Mon, 04/10/2023 - 13:58</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Blog</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-164788" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/blog/duty-competence-how-avoid-e-discovery-sanctions"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1200" height="627" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/Ethics.png?itok=oFdh4muV 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="627" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/Ethics.png?itok=TVSlVa18 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="401" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/Ethics.png?itok=_j2jPA0A 1x"/> <img loading="eager" width="1200" height="627" alt="ethics" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/Ethics.png?itok=oFdh4muV" /> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-164791" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> <div class="field field--name-field-t-post-info-content field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-164790" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p>Every law school graduate understands the importance of competence in the practice of law. It is not only essential to client service but a mandatory requirement under professional rules of responsibility. Recently, several courts have sanctioned attorneys (and their clients) for failing to meet the standard of competence in the context of e-discovery. This article will summarize these developments and identify lessons learned to help you avoid the same in your practice.</p> <h2>Attorney Competence in Technology</h2> <p>The ABA Model Rules of Professional Conduct, Rule 1.1 (Competence) addresses technology as an everyday part of the practice of law. The rule and official comment state that all lawyers using technology need to be competent in that technology to zealously advocate for their clients. District Judge Iain Johnston reminds us in <a href="https://scholar.google.com/scholar_case?case=2360971783440435231&hl=en&as_sdt=6,39&as_vis=1">DR Distribs., LLC v. 21 Century Smoking, Inc.,</a> that the 2012 ABA Commission on Ethics directs us to what competence in technology means in the context of e-discovery, commenting that it "now require(s) lawyers to have a firm grasp on how electronic information is created, stored, and retrieved.” </p> <p>Forty states have since followed and adopted the ABA amendment or drafted similar language, and at least three—Florida, North Carolina, and New York—now require attorneys to obtain CLE credits focused on technology and/or cybersecurity. <br /> In the Rules, we look at Federal Rule of Procedure, Rule 26(g)(1), which requires counsel to make a reasonable inquiry that the discovery responses provided to the requesting party are complete and correct at the time of signature. In today’s world of electronic data, this requires some level of competence in technology.</p> <p>Two recent cases highlight this need. In <a href="https://scholar.google.com/scholar_case?case=10487661849268257718&hl=en&as_sdt=6&as_vis=1&oi=scholarr">Ondigo LLC v. intelliARMOR LLC</a>, the defendant’s counsel was found to have violated Rule 26(g)(1) and received sanctions under 26(g)(3) for failing to make a reasonable inquiry pertaining to its client’s email system. In DR Distribs., LLC v. 21 Century Smoking, Inc., District Judge Johnston took the opportunity to detail the defendants’ and their counsels’ failed technology and e-discovery competence as they attempted to self-collect cloud-based information.</p> <h3>Ondigo LLC v. intelliARMOR LLC</h3> <p>Ondigo LLC v. intelliARMOR LLC is a breach of contract bench trial out of the Eastern District of Pennsylvania. Rule 26(g) requires all attorneys to certify, after a reasonable inquiry, that a disclosure is complete and accurate when made. Referring to the 1983 Advisory Committee Notes for further clarification, Rule 26 is not a truthfulness rule. Rather, it requires that “the lawyer has made a reasonable effort to assure that the client has provided all the information and documents available to him that are responsive to the discovery demand.” </p> <p>The facts of this case are simple; the defense counsel told the Judge they had corroborating evidence in the form of emails to certain witness statements that were at the heart of the issue for this matter. Defense counsel submitted that evidence in its post-trial Proposed Findings of Fact and Conclusions. However, the email was not previously disclosed during discovery.</p> <p>In reply to plaintiff's Motion for Sanctions, defense counsel stated that the email in question was autodeleted from the email client because of its size, but it remained on the email server. It was not until after discovery had closed that the defense counsel asked the correct questions to learn that the email still existed.</p> <p>The court found that the defense counsel’s statements and almost immediate finding of the corroborating documents were the evidence to prove that the original production violated Rule 26(g). </p> <p>In making its determination, the court found similarity to DR Distribs., LLC v. 21 Century Smoking, where the producing party was sanctioned for failing to search and produce responsive documents from third-party cloud-storage repositories.  </p> <h3>DR Distribs., LLC v. 21 Century Smoking, Inc.</h3> <p>In this trademark infringement matter, the defense counsel set the tone by claiming that electronically stored information was unimportant. As a result of this and many missteps, the defendant was sanctioned for not issuing written litigation holds, not requesting the disabling of auto-delete features for chat and email, being generally unfamiliar with where the responsive data existed, and self-collecting without attorney supervision or instruction. </p> <p>In the end, an adverse inference was given to the jury, and they were informed of the extent of the spoliation and told that it may “consider that evidence.” The defendant was also precluded from using any untimely produced evidence, and a sanction of $2.5 million was imposed on the defendant and its counsel, to be paid 50/50 to the plaintiff. </p> <p>In a final slap to defense counsel, District Judge Johnston required them to complete eight hours of continuing legal education on ESI and certify that they had read his opinion. </p> <p>Judge Johnston cites a plethora of resources, including from the Hon. Shira A. Scheindlin & Daniel J. Capra’s <em>Electronic Discovery and Digital Evidence </em>(2009), where he quotes: </p> <blockquote> <p>Lawyers have a responsibility to educate themselves and their clients about the new and pertinent legal and technical issues regarding electronic discovery. This is especially true when it comes to counsel's affirmative obligation to actively engage with his or her client in the process of identifying, preserving, reviewing, and producing electronic information. This includes the obligation to seek, as part of the lawyer's due diligence, all relevant information, positive or otherwise, which may relate to the claims at issue. To do otherwise is an ethical violation. </p> </blockquote> <h2>Conclusion</h2> <p>Every litigation/arbitration/mediation includes electronically stored information that should be preserved. What happens after that is specific to each matter, but the duty of competence imposes an ethical obligation on every litigator to understand, or have someone on their team who understands, how electronic information is created, stored, and retrieved.</p> </div> </div> </div> </section> </div> </div> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">TLS Senior Director, Stuart Claire</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/legal" hreflang="en">Legal</a></div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/legal" hreflang="en">Legal</a></div> </div> Mon, 10 Apr 2023 17:58:29 +0000 dmarra 32268 at /blog/redefining-document-production <span class="field field--name-title field--type-string field--label-hidden">Redefining Document Production</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>dmarra</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2023-03-17T10:59:05-04:00" title="Friday, March 17, 2023 - 10:59" class="datetime">Fri, 03/17/2023 - 10:59</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Blog</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-161287" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/blog/redefining-document-production"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1200" height="627" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/document%20production.png?itok=mNwgXiBI 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="627" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/document%20production.png?itok=KlIR6Ynu 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="401" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/document%20production.png?itok=R_vXTPfG 1x"/> <img loading="eager" width="1200" height="627" alt="doc prod" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/document%20production.png?itok=mNwgXiBI" /> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-161290" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> <div class="field field--name-field-t-post-info-content field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-161289" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-left">Discovery is the largest time and cost component of civil litigation. As the volume of documents in scope increases exponentially, teams need to manage them as “quickly, inexpensively, and efficiently as possible” (to quote the Federal Court rules).</p> <p class="text-align-left">One area commonly overlooked, which can significantly streamline the process, is the production format. As we explore below, this can have a material impact on time and cost for both sides.</p> <p class="text-align-left"><span style="font-size:20px;">Background – Near Paper (Image) Production</span></p> <p class="text-align-left">In the nascent days of eDiscovery, rather than printing every file, a digital image for each page of the document was created, stamped with an ID and page number, then exchanged – along with .txt files of extracted text and a metadata index file (dates, authors, etc.). </p> <p class="text-align-left">As the technology evolved and PDFs became an easily accessible file type, the preferred format of discovery in Australia has become PDF image productions – with the document’s text disclosed as a searchable layer within the PDF.</p> <p class="text-align-left">While discovery approaches differ, many teams prefer to convert every electronic document in scope to these stamped PDF formats before review. As the scale of data in contentious proceedings increases, this becomes very time-consuming – with days or weeks of delay to commencing review.</p> <p class="text-align-left"><span style="font-size:20px;">The Future – Native Production</span></p> <p class="text-align-left">As data sizes grow, the variety of data sources has too – with videos, complex spreadsheets, and 3D renders becoming commonplace. These types of documents should not – or cannot – be rendered to PDF for effective disclosure. </p> <p class="text-align-left">To tackle these problems associated with “PDFing” in general, disclosing electronic files in their native format has become the simplest and most cost-efficient production format – given no changes are needed.</p> <p class="text-align-left">Outside of renaming the files to match their assigned document IDs, native production doesn’t involve any transformation to the documents themselves – no digital images are created, and documents are produced as they are (e.g., Word documents as .doc or .docx and Excel files as .xlsx or .xls). Alongside the native files, a metadata index or load file is provided to ensure all agreed metadata is properly preserved and transferred. </p> <p><strong>The only exceptions are:</strong></p> <ul> <li>Email files – To remove the risk of forwarding/replying, emails are provided as .mhtml files, which can be viewed in a browser or eDiscovery tool.</li> <li>Redactions – For redactions to be properly burnt into documents, they are converted to an image-based format. However, this generally impacts only a very small percentage of the documents that are ultimately disclosed.</li> </ul> <p class="text-align-left"><span style="font-size:20px;">What Are Other Legal Markets Doing?</span></p> <p class="text-align-left">Australia remains strongly attached to PDF production, arguably attributable to legacy from the Ringtail electronic review platform – but to provide a comparison:</p> <p class="text-align-left">United States – While the US legal market still tends towards single-page image productions, the issues cited above are even more onerous because of the scale of discovery involved. Preference is shifting to the native format due to its lower cost and speed advantages.</p> <p class="text-align-left">United Kingdom – <a href="https://www.justice.gov.uk/courts/procedure-rules/civil/rules/part31/pd_part31b">Civil Procedure Practice Directions</a> make native format the standard disclosure format. While imaged documents can be exchanged, this is generally limited to when a document requires redaction.</p> <p class="text-align-left"><span style="font-size:20px;">Near Paper vs. Native Format – Which Is Best?</span></p> <p class="text-align-left"><strong>For reviewing and disclosing documents in discovery, by far the best option is to keep documents in native format:</strong></p> <ul> <li>Native formats are generally much smaller than PDF-converted counterparts, meaning the cost of hosting documents is significantly reduced.</li> <li>Hosting data produced from other parties is also significantly cheaper.</li> <li>The time to import/export/transfer files is significantly reduced.</li> <li>There is less risk of inadvertent metadata spoilage.</li> <li>Documents can generally be viewed in their original format, preserving unique file properties.</li> </ul> <p class="text-align-left">When starting to handle documents for trial, it can be more practical and efficient to have documents converted to PDFs, stamped with doc IDs, and redactions burnt in. But, given that only a small percentage of documents end up being relied on as evidence at trial, it’s most efficient to only do this for data that will actually be used in evidence</p> </div> </div> </div> </section> </div> </div> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">By: TLS Director, APAC, Tom Balmer and TLS eDiscovery Project Manager, Christopher Lichtenberg</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/legal" hreflang="en">Legal</a></div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/legal" hreflang="en">Legal</a></div> </div> Fri, 17 Mar 2023 14:59:05 +0000 dmarra 31755 at /blog/chatgpt-and-its-relation-legal-technology <span class="field field--name-title field--type-string field--label-hidden">ChatGPT and its Relation to Legal Technology</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>dmarra</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2023-02-22T13:37:14-05:00" title="Wednesday, February 22, 2023 - 13:37" class="datetime">Wed, 02/22/2023 - 13:37</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Blog</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-159362" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/blog/chatgpt-and-its-relation-legal-technology"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1200" height="627" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/ChatGPT.png?itok=4uOIB5yn 1x"/> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="627" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/ChatGPT.png?itok=FnynQYPr 1x"/> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="401" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/ChatGPT.png?itok=CtYjHoMt 1x"/> <img loading="eager" width="1200" height="627" alt="chatgpt" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/ChatGPT.png?itok=4uOIB5yn" /> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-159365" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> <div class="field field--name-field-t-post-info-content field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-159364" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-left">ChatGPT is the “revolutionary” AI tool everyone is talking about. From composing songs and writing college-level essays to finding and fixing bugs in code, the chatbot is both wowing and worrying the tech industry.</p> <p class="text-align-left">TLS has been inundated with questions from clients asking what we predict the impact ChatGPT will have on the legal tech industry and specifically, eDiscovery. The conversation that tends to follow touches on chilling topics such as AI replacing humans, AI versus human cost-effectiveness, and other concerns that we warm-blooded folk conjure when compared to our cold, data-driven competitors. It goes without saying that the use of AI within eDiscovery is becoming the norm. As our recent article on <a href="https://www.transperfectlegal.com/blog/five-trends-impacting-ediscovery-2023">eDiscovery trends in 2023</a> suggests, tools like TAR have become critical in increasing efficiencies, reducing costs, and achieving higher degrees of accuracy over human review.</p> <p class="text-align-left">In this spirit, we thought we would put ChatGPT to the test and ask it a series of eDiscovery-related questions. We asked several senior eDiscovery professionals to create the questions based on the following criteria:</p> <p class="text-align-left"><span style="font-size:20px;">•</span>    The question must be specific to eDiscovery.<br /> <span style="font-size:20px;">•</span>    You need to be able to answer the question.<br /> <span style="font-size:20px;">•</span>    You would expect an eDiscovery professional to be able to answer the question.</p> <p class="text-align-left">Our first question is generally broad.</p> <h3 class="text-align-left">1. How long will it take to produce 20,000 documents?</h3> <p class="text-align-left"><img src="data:image/png;base64,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" /></p> <p class="text-align-left">ChatGPT immediately identifies that there is no source for it to provide a concrete answer but still provides a comprehensive response. The acknowledgment by the bot that the eDiscovery process is a “complex and time-consuming process” and one that should be overseen by an “experienced eDiscovery professional” is encouraging.</p> <p class="text-align-left">Our second question relates to privilege.</p> <h3 class="text-align-left">2. Why should you not provide a native email if the attachment is privileged in eDiscovery?</h3> <p class="text-align-left"><img src="data:image/png;base64,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" /><br />  <br /> TLS eDiscovery Director, Preeti Sharma, was impressed by the answer. She did, however, point out that while the response appropriately suggests providing documents in a non-native format, it primarily discusses the email metadata and omits the simple fact that the privileged document itself is contained within the native email as an attachment. What is contained is much more than metadata—it is substantive content.</p> <p class="text-align-left">To really put ChatGPT to the test, our third question touched on multilingual eDiscovery. Any legal professional who has worked on a matter involving multilingual eDiscovery knows just how much of a minefield it can be.</p> <h3 class="text-align-left">3. In a non-English eDiscovery litigation, when reviewing documents in a foreign language, what is the best way to input search terms?</h3> <p class="text-align-left"><img 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" /></p> <p class="text-align-left">We shared ChatGPT’s answer with TLS Global Director of Multilingual eDiscovery, Robert Wagner. Rob notes that some of the assertions are partially correct but are equally an “incredibly shallow” take on the topic. He also notes that some of the assertions are radically wrong—and weakly caveated. The main concern is that the type of person using ChatGPT for questions of this intricacy are exactly the those that need the most “hand holding” so they don’t trip over all the important points that were omitted.  </p> <p class="text-align-left">To illustrate this point, ChatGPT mentions using a native speaker for inputting search terms in a foreign language, which is true. What's also true and missing: terms are a technical problem as much as they are a linguistic problem. Search syntax is of equal importance to the linguistic component of terms, and most native speakers lack the required syntax experience. And, those two components say nothing about embedding a translation strategy in the terms that amplifies your litigation strategy.</p> <p class="text-align-left">ChatGPT is clearly a very powerful tool and perhaps even warrants the term revolutionary. In the legal industry alone, firms are already leaning into the adoption of generative AI. At the time of writing, Allen & Overy announced that it had rolled out a chatbot named Harvey. Harvey had been tested by more than 2,000 lawyers across their global offices. Other legal chatbots worth mentioning include Billy Bot and LawDroid’s Copilot.</p> <p class="text-align-left">Our biggest takeaway from this little exercise is that expert knowledge and practical human experience remain key. When dealing with the technicalities of eDiscovery, there is nuance and intricacy that a chatbot might not be trained on or capable of acknowledging. We should be hesitant to rely too heavily on bots like ChatGPT when confronted with technical hurdles and instead defer to a human eDiscovery professional.</p> <p class="text-align-left"> </p> </div> </div> </div> </section> </div> </div> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">Rylan Goch, TLS Account Executive</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/dataforce-ai" hreflang="en">DataForce & AI</a></div> <div class="field__item"><a href="/blog/category/legal" hreflang="en">Legal</a></div> <div class="field__item"><a href="/blog/category/technology" hreflang="en">Technology</a></div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/legal" hreflang="en">Legal</a></div> </div> Wed, 22 Feb 2023 18:37:14 +0000 dmarra 31359 at