Machine Learning & Predictive Analytics in Litigation & Disputes

7 documented Machine Learning & Predictive Analytics deployments in Litigation & Disputes. Results are as reported, not independently verified.

This evidence set isolates Machine Learning & Predictive Analytics 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

7

Case Studies

4

Vendors

Documented Machine Learning & Predictive Analytics implementations in Litigation & Disputes

L

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

P

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

G

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

I

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

L

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

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

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

Related Pages

All AI in Litigation & Disputes All Machine Learning & Predictive Analytics implementations All Industries