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
The Adecco Group
Harvey AI
Adecco Group Legal cuts outside counsel reliance 5–10% with Harvey
Legal Operations & Matter ManagementCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 5–10% reduction Outside Counsel Reliance
- Deployment timeframe:
- Not reported by source
Cited source: www.harvey.ai
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Calm
Ironclad
Calm cuts contract turnaround from 15 days to 5 and hits near-100% Ironclad adoption
Contract Lifecycle ManagementCorporate Legal & In-House
- Technology:
- Not available in record
- Reported result:
- 15 days to ~2–5 days Contract Turnaround Time
- Deployment timeframe:
- Not reported by source
A
Alturas Capital Partners
Spellbook
Alturas Capital Partners shortens lease negotiations from weeks to days with Spellbook
Legal Document DraftingCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- Weeks to days Commercial Lease Negotiation Time
- Deployment timeframe:
- Not reported by source
L
LegalMation
Vendor not available in record
LegalMation cuts complaint-response drafting from hours to minutes with IBM Watson
Legal Document DraftingLegal Technology & Services
- Technology:
- Large Language Models & Generative AI
- Reported result:
- ~80% reduction (estimated) Labor Cost
- Deployment timeframe:
- Not reported by source
N
NEAR Foundation
Spellbook
NEAR Foundation legal counsel cuts contract review time ~30% with Spellbook
Contract Review & AnalysisCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- ~30% or higher Efficiency Lift
- Deployment timeframe:
- Not reported by source
Cited source: spellbook.com
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N
National Life Group
Sirion
National Life Group reduces contract turnaround time 71% with Contract AI
Contract Lifecycle ManagementCorporate Legal & In-House
- Technology:
- Natural Language Processing
- Reported result:
- 71% reduction Contract Turnaround Time
- Deployment timeframe:
- Not reported by source
Cited source: www.sirion.ai
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D
Delicato Family Wines
Logikcull
Delicato Family Wines cuts legal document review from 10–14 days to under 7 hours
E-Discovery & Document ReviewCorporate Legal & In-House
- Technology:
- Semantic Search & Retrieval
- Reported result:
- 10–14 days to under 7 hours Review Time
- Deployment timeframe:
- Not reported by source
Cited source: www.logikcull.com
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P
Petrobras
Automation Anywhere
Petrobras recovers $2M annually and cuts manual errors 80% with agentic legal document automation
Contract Review & AnalysisCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- $2M Recovered Annually
- Deployment timeframe:
- Not reported by source
Cited source: www.automationanywhere.com
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T
Templars
Jus Mundi
Templars cuts arbitration research from 2–3 days to 15–30 minutes with Jus AI
Legal Research & Case LawLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- From 2–3 days to 15–30 minutes Research Time
- Deployment timeframe:
- Not reported by source
Cited source: dailyjus.com
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F
Fortune 500 oil & gas firm saves $235M by transforming contract governance
Contract Lifecycle ManagementCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- $235M Hard Savings (Invoice & Scope Validation)
- Deployment timeframe:
- Not reported by source
Cited source: www.sirion.ai
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B
BNY Mellon
Sirion
BNY Mellon cuts contract turnaround time 50% with AI CLM across 78,000+ contracts
Contract Lifecycle ManagementCorporate Legal & In-House
- Technology:
- Natural Language Processing
- Reported result:
- 50% reduction Contract Turnaround Time
- Deployment timeframe:
- Not reported by source
Cited source: www.sirion.ai
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I
Intel 471
Ivo
Intel 471 cuts standard NDA review time ~50% with AI contract review
Contract Review & AnalysisCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- ~50% reduction Standard NDA Review Time
- Deployment timeframe:
- Not reported by source
Cited source: www.ivo.ai
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B
Baker Donelson
Logikcull
Baker Donelson drives 247% Logikcull adoption and more predictable eDiscovery costs
E-Discovery & Document ReviewLaw Firms
- Technology:
- Not available in record
- Reported result:
- 247% Increase in adoption
- Deployment timeframe:
- Not reported by source
Cited source: www.revealdata.com
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East Coast hospital network culls 9.4M documents from FTC Second Request review
E-Discovery & Document ReviewCorporate Legal & In-House
- Technology:
- Machine Learning & Predictive Analytics
- Reported result:
- 9.4 million Documents Culled
- Deployment timeframe:
- Not reported by source
W
Woolworths Group
Checkbox
Woolworths Legal cuts manual repeatable work up to 80% with Checkbox automation
Legal Operations & Matter ManagementCorporate Legal & In-House
- Technology:
- Robotic Process Automation
- Reported result:
- 80% Manual Repeatable Work Reduction (up to)
- Deployment timeframe:
- Not reported by source
Cited source: www.checkbox.ai
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K
King Law Offices
Vendor not available in record
King Law Offices grows monthly leads 33.9% and flips intake to 90% outbound
Client Intake & Matter ScreeningLaw Firms
- Technology:
- Conversational AI & Chatbots
- Reported result:
- 33.9% (to 1,932 leads/month) Monthly Lead Volume Lift
- Deployment timeframe:
- Not reported by source
Cited source: lexidesk.ai
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A
Absorb Software cuts contract review time 50% with AI redlining
Contract Review & AnalysisCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 50% decrease Contract Review Time
- Deployment timeframe:
- Not reported by source
Cited source: www.ivo.ai
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A
ALPLA
Icertis
ALPLA cuts external legal spend 60% with AI-driven contract risk scoring
Contract Review & AnalysisCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 60% reduction External Legal Spend
- Deployment timeframe:
- Not reported by source
Cited source: www.icertis.com
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A
Airtel
Icertis
Airtel manages 450 new contracts in six months after automating enterprise CLM
Contract Lifecycle ManagementCorporate Legal & In-House
- Technology:
- Not available in record
- Reported result:
- 450 within six months New Contracts Managed
- Deployment timeframe:
- Not reported by source
Cited source: www.icertis.com
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M
MANZ
deepset
MANZ boosts legal search recall 77% and exceeds annual revenue target in six weeks with Genjus KI
Legal Research & Case LawLegal Technology & Services
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 77% boost Search Recall
- Deployment timeframe:
- Not reported by source
Cited source: www.deepset.ai
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CMS
Harvey AI
CMS reaches 95% AI adoption across 3,000+ lawyers firmwide
Contract Review & AnalysisLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 95% of 3,000+ lawyers Active Adoption (Initial Rollout)
- Deployment timeframe:
- Not reported by source
Cited source: www.harvey.ai
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S
SMBC Americas Division
Vendor not available in record
SMBC Americas saves $2.7M and 300+ hours transforming outside counsel management
Legal Operations & Matter ManagementCorporate Legal & In-House
- Technology:
- Natural Language Processing
- Reported result:
- $2.7M saved in 9 months Outside Counsel Spend Savings
- Deployment timeframe:
- Not reported by source
Arnold & Porter
Relativity
Arnold & Porter achieves ~75% cost savings on privilege review with generative AI
E-Discovery & Document ReviewLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- ~75% savings vs. estimated linear review cost Privilege Review Cost
- Deployment timeframe:
- Not reported by source
B
Brazil INPI
Vendor not available in record
Brazil INPI cuts patent examination times 50% and clears 80% of backlog with AI search
Legal Research & Case LawIntellectual Property
- Technology:
- Semantic Search & Retrieval
- Reported result:
- 50% reduction Examination Time
- Deployment timeframe:
- Not reported by source
Cited source: case-studies.ai
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K
Khaitan & Co
Vendor not available in record
Khaitan & Co cuts contract review times 50–60% with internal Khaitan AI Programme
Contract Review & AnalysisLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 50–60% reduction Material Contract Review Time
- Deployment timeframe:
- Not reported by source
Shumaker
Harvey AI
Shumaker cuts contract review to under 10 minutes, saving lawyers 7+ hours weekly
Contract Review & AnalysisLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- <10 mins Review Turnaround
- Deployment timeframe:
- Not reported by source
Manak Solicitors
CoCounsel (Thomson Reuters)
Manak Solicitors cuts lawyer time on AI-assisted tasks by 60% with CoCounsel
E-Discovery & Document ReviewLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 60% reduction Time on CoCounsel-assisted tasks
- Deployment timeframe:
- Not reported by source
Cited source: legalsolutions.thomsonreuters.co.uk
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M
Modern Law
LexiDesk
Modern Law lifts lead-to-schedule rate from 31% to 49% with AI intake
Client Intake & Matter ScreeningLaw Firms
- Technology:
- Conversational AI & Chatbots
- Reported result:
- 31% to 49% Lead-to-Schedule Rate
- Deployment timeframe:
- Not reported by source
Cited source: lexidesk.ai
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A
Achievers
LegalOn
Achievers slashes NDA review time 70% and cuts outside counsel spend
Contract Review & AnalysisCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 70% reduction NDA Review Time
- Deployment timeframe:
- Not reported by source
Cited source: www.legalontech.com
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T
TriHealth
LegalOn
TriHealth slashes contract review time 75% with LegalOn
Contract Review & AnalysisCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 75% reduction Contract Review Time
- Deployment timeframe:
- Not reported by source
Cited source: www.legalontech.com
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Laffey Bucci D'Andrea Reich & Ryan
CoCounsel (Thomson Reuters)
Laffey Bucci D'Andrea Reich & Ryan produces document summaries and timelines in under 7 minutes with CoCounsel
E-Discovery & Document ReviewLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- under 7 minutes Summary & Timeline Generation
- Deployment timeframe:
- Not reported by source
DarrowEverett
Harvey AI
DarrowEverett secures $4M+ additional value in family law matter by reviewing financial records in under an hour
E-Discovery & Document ReviewLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- More than $4 million Additional Client Value Secured
- Deployment timeframe:
- Not reported by source
Cited source: www.harvey.ai
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M
Magdalena Administrative Court
Vendor not available in record
Magdalena Administrative Court cuts hearing-minute drafting from six hours to minutes with Microsoft Copilot
Legal Document DraftingLitigation & Disputes
- Technology:
- Large Language Models & Generative AI
- Reported result:
- From 6 hours to a few minutes Hearing minutes drafting time
- Deployment timeframe:
- Not reported by source
Cited source: news.microsoft.com
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S
Saalfield Shad
Vendor not available in record
Saalfield Shad cuts 3–5 unbillable hours weekly and speeds client deposition updates
Legal Operations & Matter ManagementLaw Firms
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 3–5 hours/week per partner Unbillable Admin Time Saved
- Deployment timeframe:
- Not reported by source
Cited source: www.filevine.com
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Bridgewater Associates
Harvey AI
Bridgewater cuts bespoke trading agreement review time over 95%
Contract Review & AnalysisCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- Over 95% reduction Bespoke Trading Agreement Review Time
- Deployment timeframe:
- Not reported by source
Cited source: www.harvey.ai
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Repsol
Harvey AI
Repsol Legal saves 4–6 hours per lawyer per week with Harvey AI
Legal Operations & Matter ManagementCorporate Legal & In-House
- Technology:
- Large Language Models & Generative AI
- Reported result:
- 4–6 hours/week Time Saved per Lawyer
- Deployment timeframe:
- Not reported by source
Cited source: www.harvey.ai
Read the evidence →Source link checked