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Case Studies
AI legal Case Studies: 300+ Real Implementations
Real-world AI implementations in legal with measurable results. Browse AI for Legal's database of case studies by industry, use case, and technology.
AI Roadmap
— Associates spending the week on doc review. Contracts taking two weeks to turn. Both have AI fixes. We'll show you which, in what order. 72 hours.
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B
BNY Mellon
BNY Mellon cuts legal contract review time 75% with Contract Review Assistant
75% reduction (4 hours to 1 hour)
Contract Review Time
4x increase
Contract Review Throughput
Contract Review & Analysis
Corporate Legal & In-House
Source published Jan 16, 2026
F
Fielding Law
Fielding Law cuts medical record audits and demand drafting from hours to minutes with EvenUp
Less than 1 hour
Demand Letter Creation Time
Hours to minutes
Document Drafting Time
Legal Operations & Matter Management
Law Firms
L
Levinson & Stefani Injury Lawyers
Levinson & Stefani cuts manual intake 75% and doubles online cases without hiring
75% reduction
Manual Intake Tasks
80%
Intake Process Automated
Client Intake & Matter Screening
Law Firms
L
Lightera
Lightera cuts first-pass contract legal review from hours to 1–2 minutes with agentic automation
98%+ improvement
First-Pass Contract Legal Review Time
1–2 minutes (from 2–3 hours)
First-Pass Review Duration
Contract Review & Analysis
Corporate Legal & In-House
C
Central Maine Healthcare
Central Maine Healthcare cuts physician contract turnaround from 14 days to 90 seconds and saves $30,000 annually
$30,000
Annual eSignature Cost Savings
14 days → 90 seconds
Physician Contract Turnaround
Contract Lifecycle Management
Corporate Legal & In-House
F
Fortune 500 industrial company
Fortune 500 industrial GC cuts privilege review risk with 99.9% AI accuracy
99.9%
Privilege Review Accuracy
145,000
Documents Eliminated from Further Review
E-Discovery & Document Review
Corporate Legal & In-House
Source published Sep 20, 2023
Orangetheory Fitness
Orangetheory Fitness cuts contract review time 80% with AI contract management
80% improvement (30 min per document)
Contract Review Time
Nearly half the expected time
Project Completion Time
Contract Review & Analysis
Corporate Legal & In-House
by Ironclad
Source published Feb 12, 2026
I
Iowa Hospital Association
Iowa Hospital Association centralizes 100% of contracts and saves hundreds of hours yearly with AI CLM
100%
Contracts Centralized and Analyzed by AI
Hundreds of hours every year
Time Saved
Contract Lifecycle Management
Corporate Legal & In-House
V
Vodafone
Vodafone reduces supplier disputes 80% with full-lifecycle CLM
80% reduction
Supplier Disputes
60% reduction
Manual Effort
Contract Lifecycle Management
Corporate Legal & In-House
W
Workday
Workday Legal saves 45,000 hours quarterly and achieves 3,500% ROI with contract intelligence
45,000+ hours per quarter
Attorney Hours Saved
3,500%
ROI (Averted Legal Fees)
Contract Review & Analysis
Corporate Legal & In-House
J
Justly Prudent
Justly Prudent doubles case capacity and cuts discovery time in half with CoCounsel
Doubled (25 to 50+ cases)
Litigation Capacity
50% reduction
Discovery & Review Time
E-Discovery & Document Review
Law Firms
C
Caravel Law
Caravel Law saves ~25% of lawyer working time with AI-assisted drafting and document review
~25%
Lawyer Working Time Saved
Days reduced to hours
Document Review Turnaround
Legal Document Drafting
Law Firms
G
Global Manufacturer
Global manufacturer cuts contract review from 1 year to 5 weeks, saving $477,000
$477,000
Cost Savings vs Non-AI Team
1 year to 5 weeks
Project Timeline
Contract Review & Analysis
Corporate Legal & In-House
NEXT Insurance
NEXT Insurance cuts termination-letter drafting time in half with Ironclad Jurist
50% reduction
Termination Letter Drafting Time
100% in a single week
Jurist User Adoption
Contract Lifecycle Management
Corporate Legal & In-House
by Ironclad
S
Safehold
Safehold reduces NDA workload 50% with contract automation
50% reduction
NDA Workload
Contract Lifecycle Management
Real Estate & Property Law
Source published Apr 30, 2023
T
Thomas & Thomas LLC
Thomas & Thomas manages 10 more clients a month with CoCounsel GenAI
10 more clients per month
Additional Clients Managed
Legal Research & Case Law
Law Firms
Source published Dec 18, 2025
Purpose Legal
Purpose Legal cuts 4,000 review hours and meets one-week deadline with Relativity aiR
85% reduction (4,000 hours)
Review Time
$70,000+
Cost Savings
E-Discovery & Document Review
Legal Technology & Services
by Relativity
T
The Adecco Group
Adecco Group Legal cuts outside counsel reliance 5–10% with Harvey
5–10% reduction
Outside Counsel Reliance
8 hours/week per lawyer
Routine Work Time Saved (reported, up to)
Legal Operations & Matter Management
Corporate Legal & In-House
D
Duracell
Duracell cuts contracting costs 50% with AI Contracting MIND
50% savings
Contracting Costs
Minutes instead of weeks
Contract Data Retrieval
Contract Lifecycle Management
Corporate Legal & In-House
Calm
Calm cuts contract turnaround from 15 days to 5 and hits near-100% Ironclad adoption
15 days to ~2–5 days
Contract Turnaround Time
Nearly 100%
User Adoption
Contract Lifecycle Management
Corporate Legal & In-House
by Ironclad
Source published May 18, 2023
A
Alturas Capital Partners
Alturas Capital Partners shortens lease negotiations from weeks to days with Spellbook
Weeks to days
Commercial Lease Negotiation Time
Hundreds of thousands of dollars reduced
Outside Counsel Spend
Legal Document Drafting
Corporate Legal & In-House
Source published Jun 20, 2026
L
LegalMation
LegalMation cuts complaint-response drafting from hours to minutes with IBM Watson
~80% reduction (estimated)
Labor Cost
60%–80%
Time Savings
Legal Document Drafting
Legal Technology & Services
Source published Mar 1, 2024
N
NEAR Foundation
NEAR Foundation legal counsel cuts contract review time ~30% with Spellbook
~30% or higher
Efficiency Lift
At least 1 hour 20 minutes
Time Saved on 70-Page Agreement Review
Contract Review & Analysis
Corporate Legal & In-House
N
National Life Group
National Life Group reduces contract turnaround time 71% with Contract AI
71% reduction
Contract Turnaround Time
570+
Contracts Digitized
Contract Lifecycle Management
Corporate Legal & In-House
W
Wilson Sonsini Goodrich & Rosati
Wilson Sonsini’s Neuron AI agent hits 92% accuracy on commercial contract review
92%
AI Agent Contract Review Accuracy
Contract Review & Analysis
Law Firms
Source published May 14, 2024
D
Delicato Family Wines
Delicato Family Wines cuts legal document review from 10–14 days to under 7 hours
10–14 days to under 7 hours
Review Time
15x
Time Savings
E-Discovery & Document Review
Corporate Legal & In-House
P
Petrobras
Petrobras recovers $2M annually and cuts manual errors 80% with agentic legal document automation
$2M
Recovered Annually
80%
Manual Error Reduction
Contract Review & Analysis
Corporate Legal & In-House
T
Templars
Templars cuts arbitration research from 2–3 days to 15–30 minutes with Jus AI
From 2–3 days to 15–30 minutes
Research Time
Legal Research & Case Law
Law Firms
F
Fortune 500 Oil & Gas Firm
Fortune 500 oil & gas firm saves $235M by transforming contract governance
$235M
Hard Savings (Invoice & Scope Validation)
70%
Supplier Dispute Reduction
Contract Lifecycle Management
Corporate Legal & In-House
R
Roche
Roche cuts patent GenAI project cycles from months to days with Themis PatAI
US$100,000–$250,000
Annual Attorney Hours Saved (per case)
US$375,000–$475,000
Consultancy Fees Avoided
Legal Research & Case Law
Intellectual Property
Source published Mar 31, 2026
B
BNY Mellon
BNY Mellon cuts contract turnaround time 50% with AI CLM across 78,000+ contracts
50% reduction
Contract Turnaround Time
78,000+
Contracts in Centralized Repository
Contract Lifecycle Management
Corporate Legal & In-House
I
Intel 471
Intel 471 cuts standard NDA review time ~50% with AI contract review
~50% reduction
Standard NDA Review Time
~20% reduction
Customer Contract Turnaround Time
Contract Review & Analysis
Corporate Legal & In-House
B
Baker Donelson
Baker Donelson drives 247% Logikcull adoption and more predictable eDiscovery costs
247%
Increase in adoption
34%
Growth month over month
E-Discovery & Document Review
Law Firms
E
East Coast hospital and physician network
East Coast hospital network culls 9.4M documents from FTC Second Request review
9.4 million
Documents Culled
86%
TAR Recall
E-Discovery & Document Review
Corporate Legal & In-House
Source published Apr 14, 2021
W
Woolworths Group
Woolworths Legal cuts manual repeatable work up to 80% with Checkbox automation
80%
Manual Repeatable Work Reduction (up to)
60+
Workflows Automated Across Legal
Legal Operations & Matter Management
Corporate Legal & In-House
J
JPMorgan Chase
JPMorgan cuts commercial loan agreement review from 360,000 hours to under 40,000 with COIN
360,000 → estimated <40,000
Annual Review Hours
~30 hours → seconds (plus minutes for flagged review)
Time per Agreement
Contract Review & Analysis
Corporate Legal & In-House
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