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AI Implementation Case Studies

Real companies. Real results. Every case study below features a named business with publicly documented AI outcomes — sourced from press releases, earnings calls, and vendor reports.

New case studies added twice monthly
Aspen Dental — Dental AI implementation
Aspen Dental
DentalNationwide (HQ: Chicago, IL)

How Aspen Dental Deployed AI Diagnostics Across 1,100+ Practices and Boosted Treatment Acceptance by 12%

Dental Support Organization (DSO), 1,100+ locations nationwide

+12%
Treatment Acceptance
6 Weeks
Rollout Speed
Tools:VideaAI (VideaHealth)Voice-Enabled Periodontal Charting AIAspen Intelligence Platform
Voice AI for periodontal charting deployed April 2023; VideaAI nationwide rollout completed February 2026 after months of piloting and a six-week deployment sprint Enterprise-scale AI platform licensing and integration across 1,100+ practices; supported by months of preparation, structured training programs, and rapid-response support infrastructure
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Lemonade — Insurance AI implementation
Lemonade
InsuranceNationwide (HQ: New York, NY)

Lemonade's AI Settles Insurance Claims in 2 Seconds, Automates 55% of All Claims

AI-native insurance company (renters, homeowners, pet, auto, life)

2 seconds
Claim Speed
55%
Claims Automated
Tools:Tractable AIShift Technology
AI-native from founding (2015) AI is the core platform — no separate AI licensing cost
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Shopify — E-Commerce AI implementation
Shopify
E-CommerceGlobal (HQ: Ottawa, Canada)

Shopify Merchants See 20% Sales Lift with AI-Powered Personalization

Leading e-commerce platform powering millions of merchants worldwide

+20%
Quarterly Sales
-12-18%
Cart Abandonment
Tools:KlevuKlaviyo
Shopify Magic launched 2023 Included in Shopify platform subscription (no additional AI licensing cost for merchants)
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Mayo Clinic — Healthcare AI implementation
Mayo Clinic
HealthcareRochester, MN (+ campuses in AZ & FL)

Mayo Clinic's AI Detects Heart Disease from ECGs, Saves 45-Minute Assessments in Seconds

Leading academic medical center, #1 ranked hospital in the US

95%
ECG AI Detection
45 min → sec
Kidney Assessment
Tools:Suki AINotable Health
MCP established 2019 Multi-year institutional investment in AI infrastructure and research
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Compass — Real Estate AI implementation
Compass
Real EstateNationwide (HQ: New York, NY)

Compass' AI Platform Predicts Sellers with 8% Accuracy, Saves Agents 15+ Hours/Week

Technology-driven real estate brokerage, $1.5B invested in platform

~8%
Seller Prediction
15-20 hrs
Agent Time Saved
Tools:Lofty CRMSmartZip
Likely to Sell launched June 2020 $1.5B+ in platform development (enterprise technology investment)
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Crystal Lake Chrysler Dodge Jeep Ram — Auto Dealerships AI implementation
Crystal Lake Chrysler Dodge Jeep Ram
Auto DealershipsCrystal Lake, IL

Crystal Lake CDJR Attributes $2M in Gross Sales to AI in Just 6 Months

Full-service CDJR franchise dealership

$2M
Gross Sales
+27%
Appointment Rate
Tools:Impel AIFullpath
AI assistant deployed and generating measurable results within 30 days Monthly AI platform subscription (part of dealership technology budget)
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A&O Shearman — Law Firms AI implementation
A&O Shearman
Law FirmsGlobal (HQ: London, UK)

A&O Shearman Saves 4,000 Staff 2-3 Hours Weekly with Harvey AI

Global law firm, 4,000+ staff across 43 jurisdictions

2-3 hrs/wk
Time Saved
-30%
Contract Review
Tools:Lexis+ AIClio
Enterprise-wide deployment in 2023 Enterprise AI licensing across 43 jurisdictions
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KPMG — CPA Firms AI implementation
KPMG
CPA FirmsGlobal (HQ: Amstelveen, Netherlands)

KPMG's AI-Powered Clara Platform Transforms Auditing for 100+ Countries

Big Four accounting firm, $36B+ revenue, 265,000+ employees

-50%
Document Review
100%
Contract ROI
Tools:Vic.aiBotkeeper
Clara platform deployed globally Multi-year platform development investment (part of firm's technology budget)
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Heartland Dental — Dental Offices AI implementation
Heartland Dental
Dental OfficesNationwide (HQ: Effingham, IL)

Heartland Dental Catches 46% More Cavities with AI Imaging Across 1,750 Offices

Largest dental support organization in the US, 1,750+ offices in 39 states

+46%
Lesion Detection
+13%
Diagnostic Accuracy
Tools:VideaHealthPearl
Partnership announced December 2023 Enterprise AI platform licensing across 1,750+ locations
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Sweetgreen — Restaurants AI implementation
Sweetgreen
RestaurantsNationwide (HQ: Los Angeles, CA)

How Sweetgreen's AI-Powered Infinite Kitchen Boosted Margins by 31%

Fast-casual restaurant chain, 220+ locations nationwide

31%
Restaurant Margin
-45%
Employee Turnover
Tools:Toast POSLineup.ai
First Infinite Kitchen opened May 2023 Significant capital investment per location (robotics retrofit)
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