Machine Learning & Predictive Analytics in Law Firms

11 documented Machine Learning & Predictive Analytics deployments in Law Firms. Results are as reported, not independently verified.

This evidence set isolates Machine Learning & Predictive Analytics deployments within Law Firms. The records below identify the implementing organization, technology and vendor when reported, source-reported results, cited source, and missing evidence explicitly.

Last updated: Jul 27, 2026
Maintained by: Peter KorpakLead Editor
Methodology: How evidence is checked

Case Studies

Vendors

Documented Machine Learning & Predictive Analytics implementations in Law Firms

Levinson & Stefani Injury Lawyers

Levinson & Stefani cuts manual intake 75% and doubles online cases without hiring

Law FirmsClient Intake & Matter ScreeningMachine Learning & Predictive Analytics

Reported result:: 75% reduction Manual Intake Tasks
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Lawmatics

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

Tousley Brain Stephens PLLC

Tousley Brain Stephens PLLC cuts hosting costs 80% and speeds document review 40% with DISCO Ediscovery

Law FirmsE-Discovery & Document ReviewMachine Learning & Predictive Analytics

Reported result:: 80% reduction Hosting/Case Costs
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: DISCO

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

Dinsmore & Shohl

Dinsmore & Shohl Lifts Contract-Review Recall to 98.2% with Layered AI for Cyber Incident Response

Law FirmsE-Discovery & Document ReviewMachine Learning & Predictive Analytics

Reported result:: 98.2% Final Recall Rate
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Everlaw

Cited source: www.everlaw.comSource published Mar 24, 2026Source link checked Jul 28, 2026

Muckle LLP

Muckle LLP cuts manual document review workload 95% with technology assisted review

Law FirmsE-Discovery & Document ReviewMachine Learning & Predictive Analytics

Reported result:: 95% Manual Review Workload Reduction
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Not available in record

Cited source: bestpractice.aiSource published Apr 12, 2018Source link checked Jul 28, 2026

Am Law Firm

Am Law 200 Firm Cuts Ediscovery Costs 53% and Completes 400K-Document Privilege Review in Six Weeks with DISCO

Law FirmsE-Discovery & Document ReviewMachine Learning & Predictive Analytics

Reported result:: $373,000 (53% less than in-house) Total Engagement Cost
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: DISCO

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

Herbert Smith Freehills Kramer

Herbert Smith Freehills Kramer Cuts Contract Delivery Time From 28 Days to 6 With AI

Law FirmsContract Review & AnalysisMachine Learning & Predictive Analytics

Reported result:: Reduced from 28 days to 6 days Contract Delivery Time
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Not available in record

Cited source: pivotnews.aiSource published May 2, 2026Source link checked Jul 28, 2026

Reed Smith

Reed Smith uses TAR and GenAI to streamline privilege review in massive e-discovery case

Law FirmsE-Discovery & Document ReviewMachine Learning & Predictive Analytics

Reported result:: Not reported by source
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Not available in record

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

Freshfields Bruckhaus Deringer

Freshfields automates high-volume dispute claims processing across 6,000 documents using Kira and HotDocs

Law FirmsContract Review & AnalysisMachine Learning & Predictive Analytics

Reported result:: 6,000 initial + 200/week Incoming claim documents
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Litera

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

Freshfields

Freshfields reviews 90,000-page healthcare contract estate in under three months using Kira Systems ML

Law FirmsContract Review & AnalysisMachine Learning & Predictive Analytics

Reported result:: 4,000 in under 3 months Contracts Reviewed
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Litera

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

Am Law 200 Firm

Am Law 200 firm cuts operational costs 40% and completes e-discovery migration in under 3 weeks with DISCO

Law FirmsE-Discovery & Document ReviewMachine Learning & Predictive Analytics

Reported result:: 40% Annual Operational Cost Reduction
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: Not available in record

Cited source: valuecore.aiSource link checked Jul 28, 2026

Am Law 100 Firm

Am Law 100 Firm Achieves 89% Recall and 99.5% Precision with DISCO Auto Review

Law FirmsE-Discovery & Document ReviewMachine Learning & Predictive Analytics

Reported result:: 99.5% Precision
Deployment timeframe:: Not reported by source
Technology:: Machine Learning & Predictive Analytics
Vendor:: DISCO

Cited source: csdisco.comSource link checked Jul 28, 2026

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