AI legal Case Studies: 300+ Documented Implementations

AI for Legal documents 300+ published AI implementations in legal from cited public sources. Reported results are source claims, not independent verification. Filter by industry, use case, or technology.

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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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R

Roche

Vendor not available in record

Roche avoids $375K–$475K in patent research consultancy spend with governed agentic AI
Legal Research & Case LawIntellectual Property
Technology:
Large Language Models & Generative AI
Reported result:
$375K–$475K Consultancy Spend Avoided (estimated)
Deployment timeframe:
Not reported by source
Cited source: www.dataiku.com

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A

Absorb Software

Vendor not available in record

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

Vendor not available in record

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

Vendor not available in record

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

Vendor not available in record

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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C

CMS

Vendor not available in record

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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A

AmLaw 50 Firm

Vendor not available in record

AmLaw 50 firm cuts litigation evidence review from 30+ hours to 6
E-Discovery & Document ReviewLaw Firms
Technology:
Not available in record
Reported result:
From 30+ hours to 6 hours Review Time
Deployment timeframe:
Not reported by source
Cited source: www.consilio.com

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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
Cited source: brightflag.com

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A

Altria

Vendor not available in record

Altria reaches 80–90% adoption of AI legal front door in 52 days
Client Intake & Matter ScreeningCorporate Legal & In-House
Technology:
Conversational AI & Chatbots
Reported result:
80–90% Adoption Rate
Deployment timeframe:
Not reported by source
Cited source: www.checkbox.ai

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Favicon of Relativity

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. linear review Privilege Review Cost
Deployment timeframe:
Not reported by source
Cited source: www.arnoldporter.com

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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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d

dormakaba

Vendor not available in record

dormakaba cuts 100-page contract review from 1.5 hours to 30 minutes
Contract Review & AnalysisCorporate Legal & In-House
Technology:
Large Language Models & Generative AI
Reported result:
1.5 hours → 30 minutes 100-Page Contract Review Time
Deployment timeframe:
Not reported by source
Cited source: www.legartis.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
Cited source: m.economictimes.com

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L

Legal Aid Chicago

Vendor not available in record

Legal Aid Chicago triages 417 family law calls and cuts priority rejection rate to 21% with AI voice intake
Client Intake & Matter ScreeningLaw Firms
Technology:
Conversational AI & Chatbots
Reported result:
21% (down from 46%) Out-of-Priority Rejection Rate After Intake
Deployment timeframe:
Not reported by source
Cited source: www.safehavenai.org

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S

Shumaker

Vendor not available in record

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
Cited source: www.contextwindows.ai

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F

Fortune 500 pharmaceutical company

Vendor not available in record

Fortune 500 pharma saves $70M annually managing 250,000+ supplier contracts with AI CLM
Contract Lifecycle ManagementCorporate Legal & In-House
Technology:
Natural Language Processing
Reported result:
$70M Annual Savings
Deployment timeframe:
Not reported by source
Cited source: www.vidhaana.com

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M

Manak Solicitors

Vendor not available in record

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

Vendor not available in record

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

Vendor not available in record

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

Vendor not available in record

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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L

Laffey Bucci D'Andrea Reich & Ryan

Vendor not available in record

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
Cited source: legal.thomsonreuters.com

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D

DarrowEverett

Vendor not available in record

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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B

Bridgewater Associates

Vendor not available in record

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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J

JPMorgan Chase

Vendor not available in record

JPMorgan Chase cuts 360,000 annual hours of commercial loan contract review with COIN
Contract Review & AnalysisCorporate Legal & In-House
Technology:
Machine Learning & Predictive Analytics
Reported result:
360,000 hours previously; now seconds Annual Contract Review Hours
Deployment timeframe:
Not reported by source
Cited source: www.311institute.com

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B

Ballard Spahr

Vendor not available in record

Ballard Spahr saves $2M in unplanned losses and cuts research time 60% with Azure OpenAI
Legal Operations & Matter ManagementLaw Firms
Technology:
Large Language Models & Generative AI
Reported result:
$2 million estimated Unplanned Loss Savings
Deployment timeframe:
Not reported by source
Cited source: www.microsoft.com

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R

Repsol

Vendor not available in record

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

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P

Petrobras

Vendor not available in record

Petrobras identifies $120M in tax savings and cuts filing to 3 days
Compliance MonitoringRegulatory & Compliance
Technology:
Large Language Models & Generative AI
Reported result:
$120 million (in 3 weeks) Tax Savings Identified
Deployment timeframe:
Not reported by source
Cited source: theapplied.co

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R

Roche

Vendor not available in record

Roche cuts GenAI build time from months to days and saves $100K–$250K annually in patent attorney hours
Legal Research & Case LawIntellectual Property
Technology:
Large Language Models & Generative AI
Reported result:
$100K–$250K Annual Savings (Attorney Hours)
Deployment timeframe:
Not reported by source
Cited source: www.dataiku.com

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M

MinterEllison

Vendor not available in record

MinterEllison Cuts Time Per Legal Matter 10-30% with Appian Low-Code Platform
Legal Operations & Matter ManagementLaw Firms
Technology:
Not available in record
Reported result:
10-30% reduction (measured) Time Saved Per Legal Matter
Deployment timeframe:
Not reported by source
Cited source: www.aap.com.au

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A

Arvato Bertelsmann

Vendor not available in record

Arvato Bertelsmann Cuts DPA Contract Review Time from 60 to 10 Minutes with Legartis AI
Contract Review & AnalysisCorporate Legal & In-House
Technology:
Natural Language Processing
Reported result:
Reduced from 45-60 min to ~10 min Initial DPA Review Time
Deployment timeframe:
Not reported by source
Cited source: www.legartis.ai

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A

Air New Zealand

Vendor not available in record

Air New Zealand Saves 30–60 Minutes Per NDA with No-Code Legal Automation
Contract Lifecycle ManagementCorporate Legal & In-House
Technology:
Robotic Process Automation
Reported result:
30–60 minutes per NDA NDA Time Saved
Deployment timeframe:
Not reported by source
Cited source: www.checkbox.ai

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D

Dropbox

Vendor not available in record

Dropbox Legal Team Cuts Contract Formatting Time From 20 Minutes to Seconds With AI
Contract Review & AnalysisCorporate Legal & In-House
Technology:
Large Language Models & Generative AI
Reported result:
15–20 minutes → seconds Contract Table Formatting Time
Deployment timeframe:
Not reported by source
Cited source: spellbook.com

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S

Steuerrecht.com

Vendor not available in record

Boutique tax law firm Steuerrecht.com saves up to 10 hours per week per lawyer with ChatGPT Business
Legal Document DraftingLaw Firms
Technology:
Large Language Models & Generative AI
Reported result:
10 hours saved per week, per lawyer Time Saved
Deployment timeframe:
Not reported by source
Cited source: openai.com

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