Integrated eDiscovery Case Studies

HaystackID’s case studies present examples of how we can help you find, understand, and learn from your data by sharing how we have helped others with their computer forensics, eDiscovery, and legal document review needs. Review the case studies online or download them via the control bar at the bottom of each document to learn more about HaystackID.

Case Study

Leveraging Hybrid Generative AI +Technology-Assisted Review Workflows Technology-Assisted Review Workflows to Reduce Review Populations and Costs (Short Form)
2025.10.03 – HaystackID – Leveraging Hybrid GenAI and TAR Workflows – Short Form Case Study

Case Study

Tuning Generative AI-Based Systems to Enhance Document Review
2025.02.11-HaystackID-Tuning-GenAI-Based-Systems-to-Enhance-Doc-Review-Case-Study.pdf

Case Study

Automating Privilege Log Drafting with Generative AI
Automating Privilege Log Drafting with Generative AI

Case Study

Antitrust Agency Second Request Support
2021.02.04-HaystackID-Speed Slack Specialization-CaseStudy

Case Study

Antitrust Agency Second Request Support
2024.04.05-HaystackID-6-Second-Requests-in-4-Months-Case-Study

Case Study

Workflow, Analytics, and Continuous Active Learning®
2021.04.15 - HaystackID - Workflow Analytics CAL - Case Study

Case Study

Optimizing Document Review Optimizing Document Review Using Generative AI and Using Generative AI and Technology-Assisted Review (Long Form)
2025.10.06 – HaystackID – Optimizing Document Review – Long Form Case Study

Case Study

Identifying the “Strike Zone” for Generative AI-Based Document Review
2024.09.17-HaystackID-GenAI-Document-Review-Case-Study-DIGITAL.pdf

Case Study

AI in Practice
2025.09.15 - HaystackID - AI in Practice - Case Studies

Case Study

A Complex Defense of Intellectual Property
2023.01.24-HaystackID-IntellectualProperty-CaseStudy

Case Study

Operationalizing Data Mapping
2021.05.14 - HaystackID - Data Mapping - Case Study

Case Study

Public Comment Management Support
2021.03.17 - HaystackID - Public Comment Management - Case Study

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One of our computer forensics, eDiscovery, or legal review experts would be delighted to share with you how HaystackID® may help you solve critical data and legal discovery challenges.

Words from HaystackID Customers

“Envision Discovery [now HaystackID] has been our preferred eDiscovery service provider for several years. They have handled everything from onsite forensic collections at Duke to data processing, hosting in Relativity and project management on many of our cases. We have found that Envision offers superior service and technical expertise at a very competitive rate. They have been very helpful in working with our outside counsel, and their team of experts are some of the best in the industry. We have been extremely happy with Envision and consider them a valuable partner and an extension of our in-house legal team.”
Shelby T. Duke University - Duke University Health System, Inc.
“Inspired Review's focus on capturing metrics and testing reviewer aptitude ensures that the right people are assigned to each project time after time.”
Jeffrey Nass Senior Counsel - eDiscovery Boehringer Ingelheim Pharmaceuticals, Inc.
“Inspired Review was able to staff a project in 24 hours with 60 construction litigators to review 58,000 construction files with a 10-day deadline. They finished the review five days early. It was a remarkable deliverable and why I look to Inspired Review for all my document review support.”
Jennifer Keadle Mason, Esq. Member Clark Hill, PLC
“HaystackID's Mobile Device Integrator allows users to review and produce data extracted from mobile devices in Relativity. A recently added feature, message level de-duplication, allows for a time variance window when flagging duplicates. De-duplication can be performed across multiple devices and extraction types, including iChats harvested from computers.”
Industry eDiscovery Technologist Relativity Innovation Awards Submission (2017)