www.epiqglobal.com Open in urlscan Pro
2620:1ec:29:1::40  Public Scan

Form analysis
6 forms found in the DOM

<form>
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---

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---

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---

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---

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---

Text Content

 * Consent
 * Details
 * [#IABV2SETTINGS#]
 * About


THIS WEBSITE USES COOKIES

We use cookies to personalize content and ads, to provide social media features
and to analyze our traffic. We also share information about your use of our site
with our social media, advertising and analytics partners who may combine it
with other information that you’ve provided to them or that they’ve collected
from your use of their services.


Consent Selection
Necessary

Preferences

Statistics

Marketing

Show details
 * Necessary 49
   
   Necessary cookies help make a website usable by enabling basic functions like
   page navigation and access to secure areas of the website. The website cannot
   function properly without these cookies.
    * Azure
      3
      Learn more about this provider
      AI_bufferUsed in context with the "AI_sentBuffer" in order to limit the
      number of data-server-updates (Azure). This synergy also allows the
      website to detect any duplicate data-server-updates.
      Maximum Storage Duration: SessionType: HTML Local Storage
      AI_sentBufferUsed in context with the "AI_buffer" in order to limit the
      number of data-server-updates (Azure). This synergy also allows the
      website to detect any duplicate data-server-updates.
      Maximum Storage Duration: SessionType: HTML Local Storage
      ai_sessionPreserves users states across page requests.
      Maximum Storage Duration: 1 dayType: HTTP Cookie
    * Google
      6
      Learn more about this provider
      
      Some of the data collected by this provider is for the purposes of
      personalization and measuring advertising effectiveness.
      
      test_cookieUsed to check if the user's browser supports cookies.
      Maximum Storage Duration: 1 dayType: HTTP Cookie
      _gaPending
      Maximum Storage Duration: 2 yearsType: HTTP Cookie
      _ga_#Pending
      Maximum Storage Duration: 2 yearsType: HTTP Cookie
      _gatPending
      Maximum Storage Duration: 1 dayType: HTTP Cookie
      _gcl_auPending
      Maximum Storage Duration: 3 monthsType: HTTP Cookie
      collectUsed to send data to Google Analytics about the visitor's device
      and behavior. Tracks the visitor across devices and marketing channels.
      Maximum Storage Duration: SessionType: Pixel Tracker
    * LinkedIn
      2
      Learn more about this provider
      bcookieUsed in order to detect spam and improve the website's security.
      Maximum Storage Duration: 1 yearType: HTTP Cookie
      li_gcStores the user's cookie consent state for the current domain
      Maximum Storage Duration: 180 daysType: HTTP Cookie
    * Pardot
      5
      Learn more about this provider
      pi_opt_in# [x2]Identifies if the visitor has deselected any cookies,
      trackers or other audience targeting tools.
      Maximum Storage Duration: 10 yearsType: HTTP Cookie
      visitor_id#-hash [x3]Used to encrypt and contain visitor data. This is
      necessary for the security of the user data.
      Maximum Storage Duration: 10 yearsType: HTTP Cookie
    * Sharethis
      1
      Learn more about this provider
      __sharethis_cookie_test__This cookie determines whether the browser
      accepts cookies.
      Maximum Storage Duration: SessionType: HTTP Cookie
    * dd.g2.com
      1
      datadomeUsed in context with the website's BotManager. The BotManager
      detects, categorizes and compiles reports on potential bots trying to
      access the website.
      Maximum Storage Duration: SessionType: HTTP Cookie
    * epiq-counsel.epiqglobal.com
      go.epiqglobal.com
      consent.cookiebot.com
      
      3
      CookieConsent [x3]Stores the user's cookie consent state for the current
      domain
      Maximum Storage Duration: 1 yearType: HTTP Cookie
    * g2.com
      1
      cf_clearanceThis cookie is used to distinguish between humans and bots.
      Maximum Storage Duration: 1 yearType: HTTP Cookie
    * g2.com
      g2crowd.com
      hsforms.net
      insights.hgpresearch.com
      pages.hyperiongp.com
      vimeo.com
      zoominfo.com
      
      7
      __cf_bm [x7]This cookie is used to distinguish between humans and bots.
      This is beneficial for the website, in order to make valid reports on the
      use of their website.
      Maximum Storage Duration: 1 dayType: HTTP Cookie
    * go.epiqglobal.com
      2
      rc::aThis cookie is used to distinguish between humans and bots. This is
      beneficial for the website, in order to make valid reports on the use of
      their website.
      Maximum Storage Duration: PersistentType: HTML Local Storage
      rc::cThis cookie is used to distinguish between humans and bots.
      Maximum Storage Duration: SessionType: HTML Local Storage
    * insights.hgpresearch.com
      pages.hyperiongp.com
      
      2
      __cfruid [x2]This cookie is a part of the services provided by Cloudflare
      - Including load-balancing, deliverance of website content and serving DNS
      connection for website operators.
      Maximum Storage Duration: SessionType: HTTP Cookie
    * j.6sc.co
      2
      _gd_sessionCollects visitor data related to the user's visits to the
      website, such as the number of visits, average time spent on the website
      and what pages have been loaded, with the purpose of displaying targeted
      ads.
      Maximum Storage Duration: 1 dayType: HTTP Cookie
      _gd_visitorCollects visitor data related to the user's visits to the
      website, such as the number of visits, average time spent on the website
      and what pages have been loaded, with the purpose of displaying targeted
      ads.
      Maximum Storage Duration: 2 yearsType: HTTP Cookie
    * staging.epiqglobal.com
      www.epiqglobal.com
      
      4
      ARRAffinity [x2]Used to distribute traffic to the website on several
      servers in order to optimise response times.
      Maximum Storage Duration: SessionType: HTTP Cookie
      ARRAffinitySameSite [x2]Used to distribute traffic to the website on
      several servers in order to optimise response times.
      Maximum Storage Duration: SessionType: HTTP Cookie
    * vimeo.com
      zoominfo.com
      
      2
      _cfuvid [x2]This cookie is a part of the services provided by Cloudflare -
      Including load-balancing, deliverance of website content and serving DNS
      connection for website operators.
      Maximum Storage Duration: SessionType: HTTP Cookie
    * www.epiqglobal.com
      6
      .AspNetCore.Antiforgery.#Helps prevent Cross-Site Request Forgery (CSRF)
      attacks.
      Maximum Storage Duration: SessionType: HTTP Cookie
      .AspNetCore.Mvc.CookieTempDataProviderPreserves the visitor's session
      state across page requests.
      Maximum Storage Duration: SessionType: HTTP Cookie
      ASLBSAThis cookie is used in context with load balancing - This optimizes
      the response rate between the visitor and the site, by distributing the
      traffic load on multiple network links or servers.
      Maximum Storage Duration: SessionType: HTTP Cookie
      ASLBSACORSPreserves users states across page requests.
      Maximum Storage Duration: SessionType: HTTP Cookie
      CMSCookieLevelThis opt-out cookie identifies if the visitor has deselected
      any cookies, trackers or other audience targeting tools.
      Maximum Storage Duration: 1 yearType: HTTP Cookie
      CMSLandingPageLoadedThis cookie is used to detect errors on the website -
      this information is sent to the website's support staff in order to
      optimize the visitor's experience on the website.
      Maximum Storage Duration: 1 dayType: HTTP Cookie
    * www.g2.com
      2
      AWSALBRegisters which server-cluster is serving the visitor. This is used
      in context with load balancing, in order to optimize user experience.
      Maximum Storage Duration: 7 daysType: HTTP Cookie
      AWSALBCORSRegisters which server-cluster is serving the visitor. This is
      used in context with load balancing, in order to optimize user experience.
      Maximum Storage Duration: 7 daysType: HTTP Cookie

 * Preferences 8
   
   Preference cookies enable a website to remember information that changes the
   way the website behaves or looks, like your preferred language or the region
   that you are in.
    * Google
      1
      Learn more about this provider
      
      Some of the data collected by this provider is for the purposes of
      personalization and measuring advertising effectiveness.
      
      maps/gen_204Used in context with the website's map integration. The cookie
      stores user interaction with the map in order to optimize its
      functionality.
      Maximum Storage Duration: SessionType: Pixel Tracker
    * LinkedIn
      1
      Learn more about this provider
      lidcRegisters which server-cluster is serving the visitor. This is used in
      context with load balancing, in order to optimize user experience.
      Maximum Storage Duration: 1 dayType: HTTP Cookie
    * Vimeo
      2
      Learn more about this provider
      playerSaves the user's preferences when playing embedded videos from
      Vimeo.
      Maximum Storage Duration: 1 yearType: HTTP Cookie
      sync_activeContains data on visitor's video-content preferences - This
      allows the website to remember parameters such as preferred volume or
      video quality. The service is provided by Vimeo.com.
      Maximum Storage Duration: PersistentType: HTML Local Storage
    * g2.com
      1
      _g2_session_idUsed to embed customer reviews onto the site from
      third-party review sites.
      Maximum Storage Duration: SessionType: HTTP Cookie
    * www.epiqglobal.com
      2
      loglevelMaintains settings and outputs when using the Developer Tools
      Console on current session.
      Maximum Storage Duration: PersistentType: HTML Local Storage
      wistia-video-progress-#Contains a timestamp for the website’s
      video-content. This allows the user to resume watching without having to
      start over, if the user leaves the video or website.
      Maximum Storage Duration: PersistentType: HTML Local Storage
    * www.g2.com
      1
      events_distinct_idUsed to embed customer reviews onto the site from
      third-party review sites.
      Maximum Storage Duration: SessionType: HTTP Cookie

 * Statistics 7
   
   Statistic cookies help website owners to understand how visitors interact
   with websites by collecting and reporting information anonymously.
    * G2Crowd
      1
      Learn more about this provider
      g2trackingUsed to track user’s interaction with embedded content.
      Maximum Storage Duration: PersistentType: HTML Local Storage
    * Vimeo
      1
      Learn more about this provider
      vuidCollects data on the user's visits to the website, such as which pages
      have been read.
      Maximum Storage Duration: 2 yearsType: HTTP Cookie
    * epiqglobal.com
      js.monitor.azure.com
      
      2
      ai_user [x2]Used by Microsoft Application Insights software to collect
      statistical usage and telemetry information. The cookie stores a unique
      identifier to recognize users on returning visits over time.
      Maximum Storage Duration: SessionType: HTTP Cookie
    * www.epiqglobal.com
      3
      ziwsSessionCollects statistics on the user's visits to the website, such
      as the number of visits, average time spent on the website and what pages
      have been read.
      Maximum Storage Duration: SessionType: HTML Local Storage
      ziwsSessionIdCollects statistics on the user's visits to the website, such
      as the number of visits, average time spent on the website and what pages
      have been read.
      Maximum Storage Duration: SessionType: HTML Local Storage
      wistiaUsed by the website to track the visitor's use of video-content -
      The cookie roots from Wistia, which provides video-software to websites.
      Maximum Storage Duration: PersistentType: HTML Local Storage

 * Marketing 34
   
   Marketing cookies are used to track visitors across websites. The intention
   is to display ads that are relevant and engaging for the individual user and
   thereby more valuable for publishers and third party advertisers.
    * Google
      5
      Learn more about this provider
      
      Some of the data collected by this provider is for the purposes of
      personalization and measuring advertising effectiveness.
      
      IDEUsed by Google DoubleClick to register and report the website user's
      actions after viewing or clicking one of the advertiser's ads with the
      purpose of measuring the efficacy of an ad and to present targeted ads to
      the user.
      Maximum Storage Duration: 400 daysType: HTTP Cookie
      pagead/landing [x2]Collects data on visitor behaviour from multiple
      websites, in order to present more relevant advertisement - This also
      allows the website to limit the number of times that they are shown the
      same advertisement.
      Maximum Storage Duration: SessionType: Pixel Tracker
      NIDRegisters a unique ID that identifies a returning user's device. The ID
      is used for targeted ads.
      Maximum Storage Duration: 6 monthsType: HTTP Cookie
      pagead/1p-user-list/#Tracks if the user has shown interest in specific
      products or events across multiple websites and detects how the user
      navigates between sites. This is used for measurement of advertisement
      efforts and facilitates payment of referral-fees between websites.
      Maximum Storage Duration: SessionType: Pixel Tracker
    * Pardot
      4
      Learn more about this provider
      visitor_id# [x3]Used in context with Account-Based-Marketing (ABM). The
      cookie registers data such as IP-addresses, time spent on the website and
      page requests for the visit. This is used for retargeting of multiple
      users rooting from the same IP-addresses. ABM usually facilitates B2B
      marketing purposes.
      Maximum Storage Duration: 10 yearsType: HTTP Cookie
      lpv#Used in context with behavioral tracking by the website. The cookie
      registers the user’s behavior and navigation across multiple websites and
      ensures that no tracking errors occur when the user has multiple
      browser-tabs open.
      Maximum Storage Duration: 1 dayType: HTTP Cookie
    * YouTube
      20
      Learn more about this provider
      #-#Used to track user’s interaction with embedded content.
      Maximum Storage Duration: SessionType: HTML Local Storage
      iU5q-!O9@$Registers a unique ID to keep statistics of what videos from
      YouTube the user has seen.
      Maximum Storage Duration: SessionType: HTML Local Storage
      LAST_RESULT_ENTRY_KEYUsed to track user’s interaction with embedded
      content.
      Maximum Storage Duration: SessionType: HTTP Cookie
      LogsDatabaseV2:V#||LogsRequestsStoreUsed to track user’s interaction with
      embedded content.
      Maximum Storage Duration: PersistentType: IndexedDB
      nextIdUsed to track user’s interaction with embedded content.
      Maximum Storage Duration: SessionType: HTTP Cookie
      remote_sidNecessary for the implementation and functionality of YouTube
      video-content on the website.
      Maximum Storage Duration: SessionType: HTTP Cookie
      requestsUsed to track user’s interaction with embedded content.
      Maximum Storage Duration: SessionType: HTTP Cookie
      TESTCOOKIESENABLEDUsed to track user’s interaction with embedded content.
      Maximum Storage Duration: 1 dayType: HTTP Cookie
      VISITOR_INFO1_LIVEPending
      Maximum Storage Duration: 180 daysType: HTTP Cookie
      YSCPending
      Maximum Storage Duration: SessionType: HTTP Cookie
      yt.innertube::nextIdRegisters a unique ID to keep statistics of what
      videos from YouTube the user has seen.
      Maximum Storage Duration: PersistentType: HTML Local Storage
      ytidb::LAST_RESULT_ENTRY_KEYUsed to track user’s interaction with embedded
      content.
      Maximum Storage Duration: PersistentType: HTML Local Storage
      YtIdbMeta#databasesUsed to track user’s interaction with embedded content.
      Maximum Storage Duration: PersistentType: IndexedDB
      yt-remote-cast-availableStores the user's video player preferences using
      embedded YouTube video
      Maximum Storage Duration: SessionType: HTML Local Storage
      yt-remote-cast-installedStores the user's video player preferences using
      embedded YouTube video
      Maximum Storage Duration: SessionType: HTML Local Storage
      yt-remote-connected-devicesStores the user's video player preferences
      using embedded YouTube video
      Maximum Storage Duration: PersistentType: HTML Local Storage
      yt-remote-device-idStores the user's video player preferences using
      embedded YouTube video
      Maximum Storage Duration: PersistentType: HTML Local Storage
      yt-remote-fast-check-periodStores the user's video player preferences
      using embedded YouTube video
      Maximum Storage Duration: SessionType: HTML Local Storage
      yt-remote-session-appStores the user's video player preferences using
      embedded YouTube video
      Maximum Storage Duration: SessionType: HTML Local Storage
      yt-remote-session-nameStores the user's video player preferences using
      embedded YouTube video
      Maximum Storage Duration: SessionType: HTML Local Storage
    * b.6sc.co
      1
      v1/beacon/img.gifUsed in context with Account-Based-Marketing (ABM). The
      cookie registers data such as IP-addresses, time spent on the website and
      page requests for the visit. This is used for retargeting of multiple
      users rooting from the same IP-addresses. ABM usually facilitates B2B
      marketing purposes.
      Maximum Storage Duration: SessionType: Pixel Tracker
    * go.epiqglobal.com
      2
      pardot [x2]Used in context with Account-Based-Marketing (ABM). The cookie
      registers data such as IP-addresses, time spent on the website and page
      requests for the visit. This is used for retargeting of multiple users
      rooting from the same IP-addresses. ABM usually facilitates B2B marketing
      purposes.
      Maximum Storage Duration: SessionType: HTTP Cookie
    * www.google-analytics.com
      www.epiqglobal.com
      
      2
      _gid [x2]Used to send data to Google Analytics about the visitor's device
      and behavior. Tracks the visitor across devices and marketing channels.
      Maximum Storage Duration: 1 dayType: HTTP Cookie

 * Unclassified 5
   Unclassified cookies are cookies that we are in the process of classifying,
   together with the providers of individual cookies.
    * dd.g2.com
      1
      dd_testcookiePending
      Maximum Storage Duration: SessionType: HTTP Cookie
    * epiqglobal.com
      js.zi-scripts.com
      
      3
      _zitok [x3]Pending
      Maximum Storage Duration: SessionType: HTTP Cookie
    * www.epiqglobal.com
      1
      unifiedScriptVerifiedPending
      Maximum Storage Duration: SessionType: HTML Local Storage

Cross-domain consent[#BULK_CONSENT_DOMAINS_COUNT#] [#BULK_CONSENT_TITLE#]
List of domains your consent applies to: [#BULK_CONSENT_DOMAINS#]
Cookie declaration last updated on 10/7/24 by Cookiebot



[#IABV2_TITLE#]

[#IABV2_BODY_INTRO#]
[#IABV2_BODY_LEGITIMATE_INTEREST_INTRO#]
[#IABV2_BODY_PREFERENCE_INTRO#]
[#IABV2_LABEL_PURPOSES#]
[#IABV2_BODY_PURPOSES_INTRO#]
[#IABV2_BODY_PURPOSES#]
[#IABV2_LABEL_FEATURES#]
[#IABV2_BODY_FEATURES_INTRO#]
[#IABV2_BODY_FEATURES#]
[#IABV2_LABEL_PARTNERS#]
[#IABV2_BODY_PARTNERS_INTRO#]
[#IABV2_BODY_PARTNERS#]


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       * Information Governance
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    * Corporate and M&A
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ADVICE


FOUR PRACTICAL USE CASES FOR APPLYING TEXT SUMMARIZATION TO EDISCOVERY

 * eDiscovery and Investigations
 * 3 Mins

   
   
   
   
 * 
 * 
 * 

Text summarization, driven by advances in Gen AI and natural language processing
(NLP), has the potential to drive efficiency, accuracy, and strategic
decision-making across legal processes. But how can text summarization apply to
eDiscovery, with its exponentially high data volumes? Here are four use cases
where text summarization can transform eDiscovery workflows.


1. SUMMARIZE HOT DOCUMENTS FOR EARLY CASE ASSESSMENT (ECA) AND EARLY DATA
ANALYSIS (EDA)

In eDiscovery, ECA and EDA are vital steps to understand the strengths,
weaknesses, and potential scope of a case. During these early phases, legal
teams identify and review “hot documents” — those that are most relevant or
potentially damaging — to gain a preliminary understanding of the case data.
This analysis informs decisions on case strategy, settlement prospects, and
litigation risks.

With the sheer amount of data in current cases, identifying hot documents can be
time-consuming. By leveraging text summarization tools, legal teams can
automatically distill document sets into key insights. This provides an
immediate understanding of the major themes and important points in a document
collection, helping legal professionals identify and prioritize key materials
early in the process.

Legal teams can also use summarization tools to highlight documents discussing
topics of interest. For example, significant contract terms, relevant
communications between parties, or sensitive topics like internal disputes.


2. SUMMARIZE DOCUMENTS FOR SPEEDY REVIEW

In traditional eDiscovery workflows, document review is the most time-consuming
and costly task. Legal professionals must read through thousands or even
millions of documents to identify those that are relevant, privileged, or
responsive to discovery requests. This process can take weeks or months,
depending on the complexity of the case and the size of the document set.

Text summarization can help by generating concise summaries of each document,
allowing legal teams to quickly extract the essential points. This reduces the
need for detailed, line-by-line document reviews and enables lawyers to focus on
the most critical information.

For example, summarization can help teams quickly assess long or complex
documents —such as technical reports, policy manuals, or contracts agreements —
by highlighting the key clauses, events, or terms that matter most for the case.
Legal teams can efficiently triage documents, identifying which materials
require closer scrutiny and which can be deprioritized.

This capability can be particularly useful in time-sensitive cases, such as
regulatory investigations where a company has a limited time to respond to a
subpoena. It allows lawyers to focus their energy on understanding and
responding to the most relevant materials, while automated tools handle the
initial pass over less critical documents.


3. DEPOSITION PREPARATION AND WITNESS KIT DEVELOPMENT

Preparing for depositions and developing witness kits is another labor-intensive
part of litigation. Legal teams must review documents related to specific
custodians — such as company executives, employees, or other key individuals —
to understand the context of their involvement in the case. This requires
combing through emails, reports, contracts, and other communications to identify
important details that shape the line of questioning during a deposition.

Text summarization tools can streamline this process by extracting key
information from individual documents, or groups of them, related to each
custodian. Summaries can focus on essential points — such as key dates,
discussions, or actions taken — making it easier for legal teams to prepare
targeted questions and develop witness kits. 

For example, in a complex corporate litigation involving multiple executives,
text summarization could help a legal team focus on emails, memos, or board
meeting minutes that reveal critical decisions or disputes involving a
particular executive. Instead of reading through every document, the team can
rely on summaries to identify the most relevant materials for deposition
preparation.


4. SUMMARIZE NON-ENGLISH DOCUMENTS

In cross-border litigation or regulatory matters, eDiscovery often includes
documents in multiple languages. Reviewing non-English documents can require
hiring bilingual reviewers or using expensive translation services. 

For example, in a case involving international subsidiaries, legal teams may
need to review emails, contracts, and financial records in languages such as
French, Spanish, or Mandarin. Instead of manually translating every document,
summarization tools can quickly generate summaries in English, giving lawyers an
overview of the document’s content. The team can then focus on fully translating
only the most relevant documents, saving time and money.

This capability ensures no important information is missed due to language
barriers and allows for more efficient cross-border eDiscovery. Additionally, it
levels the playing field for legal teams that may not have access to extensive
multilingual resources, ensuring they can still handle complex, international
cases effectively.

As eDiscovery continues to evolve in response to the growing scale and
complexity of litigation, embracing text summarization technology will be key
for legal teams. By automating the most laborious aspects of document review,
legal teams can unlock new efficiencies and improve their ability to handle
data-intensive cases with confidence.

Joseph Lin, Vice President, Product Management, Epiq

As Vice President of Product Management at Epiq, Joseph Lin and his team lead
the innovation of proprietary products at Epiq, transform ideas into reality,
and continue to bring the most effective solutions to the legal industry.

Joseph has a long and positive history with Epiq. He led Epiq’s Operations team
globally for 10+ years. While serving as VP of Operations, he integrated
multiple acquired companies into one single operating workflow to maximize
profitability, led collaboration across global offices to maximize efficiency
and effectiveness, and fostered a success-oriented and result-drive environment
within his division.

With 20 years of experience in operations management, product management,
financial planning and merger and acquisition, Joseph has developed a plethora
of skills and experiences in these areas. He is an innovative and effective
executive, using his years of experience to define product vision and strategy
for Epiq to better support its customers.

The contents of this article are intended to convey general information only and
not to provide legal advice or opinions.


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