E-Discovery & Document Review in Litigation & Disputes

14 documented E-Discovery & Document Review implementations in Litigation & Disputes. Results are as reported, not independently verified.

This evidence set isolates E-Discovery & Document Review deployments within Litigation & Disputes. The records below identify the implementing organization, technology and vendor when reported, source-reported results, cited source, and missing evidence explicitly.

Last updated: Jul 28, 2026
Maintained by: Peter KorpakLead Editor
Methodology: How evidence is checked

Case Studies

Vendors

Documented E-Discovery & Document Review implementations in Litigation & Disputes

Large Global Law Firm

Large global law firm eliminates 89% of document review using predictive coding in civil litigation

Litigation & DisputesE-Discovery & Document ReviewMachine Learning & Predictive Analytics

Reported result:: 89% of a near-200,000-document keyword-culled corpus Document Review Eliminated
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Consilio

Cited source: www.consilio.comSource link checked Jul 28, 2026

Plaintiffs Co-Counsel

Plaintiffs firm wins motion to extend after Casepoint audit finds 16.7% precision in defense's 3.5M-document production

Litigation & DisputesE-Discovery & Document ReviewMachine Learning & Predictive Analytics

Reported result:: 3.5M to 600,000 Documents Reduced to Responsive Set
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Casepoint

Cited source: www.casepoint.comSource link checked Jul 28, 2026

global law firm

Global law firm eliminates privilege log deficiencies in antitrust Second Request with AI PrivGen

Litigation & DisputesE-Discovery & Document ReviewLarge Language Models & Generative AI

Reported result:: 73% AI Description Confirmation Rate
Deployment timeframe:: Not reported by source
Technology:: Large Language Models & Generative AI
Vendor:: Consilio

Cited source: www.consilio.comSource link checked Jul 28, 2026

Global Pharmaceutical Company

Global Pharmaceutical Company cuts cross-matter review costs with Lighthouse AI analytics across 5 concurrent matters

Litigation & DisputesE-Discovery & Document ReviewMachine Learning & Predictive Analytics

Reported result:: 105,300 Overlapping Documents Identified (5 Matters)
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Lighthouse

Cited source: www.lighthouseglobal.comSource link checked Jul 28, 2026

Am Law 50 Firm

AmLaw 50 Firm Identifies Critical Litigation Evidence 5x Faster with AI-Assisted Document Review

Litigation & DisputesE-Discovery & Document ReviewLarge Language Models & Generative AI

Reported result:: 5x faster Evidence Identification Speed
Deployment timeframe:: Not reported by source
Technology:: Large Language Models & Generative AI
Vendor:: Consilio

Cited source: www.consilio.comSource link checked Jul 28, 2026

Insurer

Insurer achieves 66% data reduction and accelerates early case assessment with AI-powered e-discovery

Litigation & DisputesE-Discovery & Document ReviewMachine Learning & Predictive Analytics

Reported result:: 66% Data Reduction
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Epiq

Cited source: www.epiqglobal.comSource link checked Jul 28, 2026

Lewis Roca

Lewis Roca cuts document review time by over 90% using Casepoint AI in construction litigation

Litigation & DisputesE-Discovery & Document ReviewMachine Learning & Predictive Analytics

Reported result:: Over 90% Document Set Reduction
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Casepoint

Cited source: www.casepoint.comSource link checked Jul 28, 2026

Ministério Público do Estado do Rio Grande do Sul

Ministério Público do Rio Grande do Sul cuts video analysis time by 90% with Xertica.ai generative AI

Litigation & DisputesE-Discovery & Document ReviewLarge Language Models & Generative AI

Reported result:: 90% Video Analysis Time Reduction
Deployment timeframe:: Not reported by source
Technology:: Large Language Models & Generative AI
Vendor:: Not available in record

Cited source: www.techandjustice.bsg.ox.ac.ukSource link checked Jul 28, 2026

Fortune 500 Energy Company (Tulsa-based)

Fortune 500 Energy Company Saves $178,000 by Culling 99.95% of A/V Records with Logikcull

Litigation & DisputesE-Discovery & Document ReviewNatural Language Processing

Reported result:: $178,000 Review Cost Savings
Deployment timeframe:: Not reported by source
Technology:: Natural Language Processing
Vendor:: Logikcull

Cited source: www.logikcull.comSource link checked Jul 28, 2026

Entity

Anonymous client cuts e-discovery review time 93% with predictive coding

Litigation & DisputesE-Discovery & Document ReviewMachine Learning & Predictive Analytics

Reported result:: 93% reduction (1,500 → 100 hours) Review Hours Saved
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Everlaw

Cited source: elevate.lawSource link checked Jul 28, 2026

London & Naor P.C.

London & Naor P.C. competes with BigLaw using Everlaw as a force multiplier for document review

Litigation & DisputesE-Discovery & Document ReviewSemantic Search & Retrieval

Reported result:: Not reported by source
Deployment timeframe:: Not reported by source
Technology:: Semantic Search & Retrieval
Vendor:: Everlaw

Cited source: www.everlaw.comSource link checked Jul 28, 2026

Am Law 100 Firm

Am Law 100 firm cuts document review time by 67% with GenAI on 126,000-document government investigation

Litigation & DisputesE-Discovery & Document ReviewLarge Language Models & Generative AI

Reported result:: 50–67% reduction (one-quarter of the personnel) Document Review Time Reduction
Deployment timeframe:: Not reported by source
Technology:: Large Language Models & Generative AI
Vendor:: Everlaw

Cited source: www.everlaw.comSource link checked Jul 28, 2026

HaystackID Client

HaystackID processes 891K documents with 90% AI-driven cost reduction

Litigation & DisputesE-Discovery & Document ReviewLarge Language Models & Generative AI

Reported result:: 891,000 Documents Processed
Deployment timeframe:: Not reported by source
Technology:: Large Language Models & Generative AI
Vendor:: Not available in record

Cited source: HaystackIDSource link checked Jul 28, 2026

Am Law 100 Firm

Am Law 100 firm cuts document review time by 50% with Everlaw AI

Litigation & DisputesE-Discovery & Document ReviewMachine Learning & Predictive Analytics

Reported result:: 50% Review Time Reduction
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Everlaw

Cited source: EverlawSource link checked Jul 28, 2026

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Documented E-Discovery & Document Review implementations in Litigation & Disputes

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