AI legal Case Studies: 200+ Documented Implementations
AI for Legal documents 200+ published AI implementations in legal from cited public sources. Reported results are source claims, not independent verification. Filter by industry, use case, or technology.
- Last updated
- Maintained by
- Peter KorpakLead Editor
- Methodology
- How evidence is checked
L
Leading Law Firm
Vendor not available in record
Leading law firm cuts translation costs 86% with OCR and Translation Memory on 1.1M-word litigation project
Legal Operations & Matter ManagementLitigation & Disputes
- Technology:
- Optical Character Recognition
- Reported result:
- 86% reduction vs. standard methods Translation Cost Savings
- Deployment timeframe:
- Not reported by source
Cited source: www.languageline.com
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Orrick
Everlaw
Orrick cuts document review costs over 50% with GenAI coding suggestions
E-Discovery & Document ReviewLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- More than 50% reduction Document Review Cost
- Deployment timeframe:
- Not reported by source
GSK Stockmann
Harvey AI
GSK Stockmann cuts structured diligence review time 15–20% with AI workflows
Due DiligenceLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 15–20% initial savings Structured Diligence Review Time
- Deployment timeframe:
- Not reported by source
Cited source: www.harvey.ai
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Am Law 200 Firm
Everlaw
Am Law 200 firm cuts new-matter setup time 83% and generates $2.5M in partner review revenue
E-Discovery & Document ReviewLaw Firms
- Technology:
- Not available in record
- Reported result:
- 83% reduction Time to Establish New Matters
- Deployment timeframe:
- Not reported by source
I
Immigration Legal AI Platform
Vendor not available in record
Immigration legal AI platform cuts lawyer review time 85% and ships agents 3x faster with Judgment Labs evaluators
Legal Document DraftingLegal Technology & Services
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 85%+ Lawyer Review Time Reduction
- Deployment timeframe:
- Not reported by source
Cited source: www.judgmentlabs.ai
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L
Large Global Law Firm
Consilio
Large global law firm eliminates 89% of document review using predictive coding in civil litigation
E-Discovery & Document ReviewLitigation & Disputes
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 89% of a near-200,000-document keyword-culled corpus Document Review Eliminated
- Deployment timeframe:
- Not reported by source
Cited source: www.consilio.com
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N
National Law Firm
Vendor not available in record
National real estate law firm cuts case preparation time 80% with automated data intake
Legal Operations & Matter ManagementReal Estate & Property Law
- Technology:
- Optical Character Recognition
- Reported result:
- 80% reduction Case Preparation Time
- Deployment timeframe:
- Not reported by source
Cited source: www.proptechvision.com
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P
Plaintiffs Co-Counsel
Casepoint
Plaintiffs firm wins motion to extend after Casepoint audit finds 16.7% precision in defense's 3.5M-document production
E-Discovery & Document ReviewLitigation & Disputes
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 3.5M to 600,000 Documents Reduced to Responsive Set
- Deployment timeframe:
- Not reported by source
Cited source: www.casepoint.com
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Cuatrecasas
Harvey AI
Cuatrecasas drives 80% daily lawyer adoption of Harvey across 26 offices
Legal Research & Case LawLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 80%+ Daily Lawyer Adoption
- Deployment timeframe:
- Not reported by source
Cited source: www.harvey.ai
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Carvana
Harvey AI
Carvana cuts drafting time 80% and reclaims 7–10 lawyer hours weekly with Harvey
Legal Document DraftingCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 80% reduction Drafting & Review Time
- Deployment timeframe:
- Not reported by source
Cited source: www.harvey.ai
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A
Am Law 100 Firm
Consilio
AmLaw 100 firm cuts hot document summary preparation time 60% with Aurora AI
E-Discovery & Document ReviewLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 60% reduction Summary Preparation Time
- Deployment timeframe:
- Not reported by source
Cited source: www.consilio.com
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C
Clifford Chance
Epiq
Clifford Chance curates 400,000 documents into AI knowledge library with Epiq and Microsoft
Legal Operations & Matter ManagementLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 400,000+ Documents Curated
- Deployment timeframe:
- Not reported by source
g
global law firm
Consilio
Global law firm eliminates privilege log deficiencies in antitrust Second Request with AI PrivGen
E-Discovery & Document ReviewLitigation & Disputes
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 73% AI Description Confirmation Rate
- Deployment timeframe:
- Not reported by source
Cited source: www.consilio.com
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R
Regional Law Firm (45 attorneys)
Vendor not available in record
Regional law firm cuts contract review time 95% with AI document analysis agent
Contract Review & AnalysisLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 95% reduction (4 hours → 12 minutes) Contract Review Time
- Deployment timeframe:
- Not reported by source
Cited source: affixed.ai
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J
JPMorgan Chase
Vendor not available in record
JPMorgan COIN replaces 360,000 annual lawyer hours reviewing commercial loan agreements
Contract Review & AnalysisCorporate Legal & In-House
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 360,000 hours/year (work COIN now performs) Annual Lawyer Hours on Loan Agreements
- Deployment timeframe:
- Not reported by source
Cited source: www.independent.co.uk
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Clyde & Co
Luminance
Clyde & Co frees two-person claims team with AI form extraction at 19/20 field accuracy
Legal Operations & Matter ManagementLaw Firms
- Technology:
- Optical Character Recognition
- Reported result:
- 19/20 Fields Identified
- Deployment timeframe:
- Not reported by source
C
Cargill
Eudia
Cargill cuts contracting research time ~50% by querying its own contract data with Eudia
Legal Research & Case LawCorporate Legal & In-House
- Technology:
- Semantic Search & Retrieval
- Reported result:
- ~50% reduction (no baseline stated) Contracting Research Time
- Deployment timeframe:
- Not reported by source
Cited source: www.eudia.com
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K
Konica Minolta
Vendor not available in record
Konica Minolta IP Division runs ~500 generative AI prior art searches monthly
Legal Research & Case LawIntellectual Property
- Technology:
- Large Language Models & Generative AI
- Reported result:
- ~500 times/month Smart AI Prior Art Search Monthly Executions
- Deployment timeframe:
- Not reported by source
W
Wilson Sonsini hits 95% accuracy on first-pass commercial contract review
Contract Review & AnalysisLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 95% First-Party Contract Accuracy
- Deployment timeframe:
- Not reported by source
Cited source: www.icertis.com
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B
BNY Mellon
Vendor not available in record
BNY Mellon cuts legal contract review time 75% with Contract Review Assistant
Contract Review & AnalysisCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 75% reduction (4 hours to 1 hour) Contract Review Time
- Deployment timeframe:
- Not reported by source
F
Fielding Law
Vendor not available in record
Fielding Law cuts medical record audits and demand drafting from hours to minutes with EvenUp
Legal Operations & Matter ManagementLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- Less than 1 hour Demand Letter Creation Time
- Deployment timeframe:
- Not reported by source
Cited source: www.evenuplaw.com
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Levinson & Stefani Injury Lawyers
Lawmatics
Levinson & Stefani cuts manual intake 75% and doubles online cases without hiring
Client Intake & Matter ScreeningLaw Firms
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 75% reduction Manual Intake Tasks
- Deployment timeframe:
- Not reported by source
Cited source: www.lawmatics.com
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Lightera
UiPath
Lightera cuts first-pass contract legal review from hours to 1–2 minutes with agentic automation
Contract Review & AnalysisCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 98%+ improvement First-Pass Contract Legal Review Time
- Deployment timeframe:
- Not reported by source
Cited source: www.uipath.com
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C
Central Maine Healthcare
Vendor not available in record
Central Maine Healthcare takes physician contracts from 14 days to 90 seconds with process fixes and templates, and saves $30,000 a year on eSignatures
Contract Lifecycle ManagementCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- $30,000 Annual eSignature Cost Savings
- Deployment timeframe:
- Not reported by source
Cited source: www.intelagree.com
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Fortune 500 industrial company
Relativity
Fortune 500 industrial company's privilege proof of concept marks 145,000 of 225,000 documents nonprivileged and reports 99.9% accuracy
E-Discovery & Document ReviewCorporate Legal & In-House
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 99.9% Reported Privilege Review Accuracy (measure not defined)
- Deployment timeframe:
- Not reported by source
Orangetheory Fitness
Ironclad
Orangetheory Fitness cuts contract review time 80% with AI contract management
Contract Review & AnalysisCorporate Legal & In-House
- Technology:
- Natural Language Processing
- Reported result:
- 80% improvement (30 min per document) Contract Review Time
- Deployment timeframe:
- Not reported by source
I
Iowa Hospital Association
Workday
Iowa Hospital Association centralizes 100% of contracts and saves hundreds of hours yearly with AI CLM
Contract Lifecycle ManagementCorporate Legal & In-House
- Technology:
- Natural Language Processing
- Reported result:
- 100% Contracts Centralized and Analyzed by AI
- Deployment timeframe:
- Not reported by source
Cited source: www.workday.com
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V
Vodafone
Sirion
Vodafone reduces supplier disputes 80% with full-lifecycle CLM
Contract Lifecycle ManagementCorporate Legal & In-House
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 80% reduction Supplier Disputes (Vodafone Procurement Company)
- Deployment timeframe:
- Not reported by source
Cited source: www.sirion.ai
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W
Workday
Vendor not available in record
Workday Legal saves 45,000 hours quarterly and achieves 3,500% ROI with contract intelligence
Contract Review & AnalysisCorporate Legal & In-House
- Technology:
- Natural Language Processing
- Reported result:
- 45,000+ hours per quarter Attorney Hours Saved
- Deployment timeframe:
- Not reported by source
Cited source: www.workday.com
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Justly Prudent
CoCounsel (Thomson Reuters)
Justly Prudent doubles case capacity and cuts discovery time in half with CoCounsel
E-Discovery & Document ReviewLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- Doubled (25 to 50+ cases) Litigation Capacity
- Deployment timeframe:
- Not reported by source
Cited source: legal.thomsonreuters.com
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Caravel Law
Harvey AI
Caravel Law saves ~25% of lawyer working time with AI-assisted drafting and document review
Legal Document DraftingLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- ~25% Lawyer Working Time Saved
- Deployment timeframe:
- Not reported by source
Cited source: www.harvey.ai
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G
Global Manufacturer
Axiom
Global manufacturer cuts contract review from 1 year to 5 weeks, saving $477,000
Contract Review & AnalysisCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- $477,000 Cost Savings vs Non-AI Team
- Deployment timeframe:
- Not reported by source
Cited source: www.axiomlaw.com
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NEXT Insurance
Ironclad
NEXT Insurance's legal operations manager says Ironclad's Contract Review Agent halves termination-letter drafting time
Contract Lifecycle ManagementCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- Cut in half Termination Letter Drafting Time (one attorney's estimate)
- Deployment timeframe:
- Not reported by source
Cited source: ironcladapp.com
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S
Safehold
Ontra
Safehold reduces NDA workload 50% with contract automation
Contract Lifecycle ManagementReal Estate & Property Law
- Technology:
- Natural Language Processing
- Reported result:
- 50% reduction NDA Workload
- Deployment timeframe:
- Not reported by source
Thomas & Thomas LLC
CoCounsel (Thomson Reuters)
Thomas & Thomas manages 10 more clients a month with CoCounsel GenAI
Legal Research & Case LawLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 10 more clients per month Additional Clients Managed
- Deployment timeframe:
- Not reported by source
Purpose Legal
Relativity
Purpose Legal cuts 4,000 review hours and meets one-week deadline with Relativity aiR
E-Discovery & Document ReviewLegal Technology & Services
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 85% reduction (4,000 hours) Review Time
- Deployment timeframe:
- Not reported by source
Cited source: www.relativity.com
Read the evidence →Source link checked