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Verified AI Implementations

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
Wayfair — E-Commerce AI implementation
Wayfair
E-CommerceBoston, Massachusetts

How Wayfair's Generative AI Personalization Engine Drove 33% Higher Conversions and $743M in Adjusted EBITDA

Online Home Goods Retailer

+33%
Conversion Lift
$12.5B
Annual Revenue
Tools:Google Gemini LLMGoogle Vertex AIWayfair MuseGoogle Cloud
12–18 months (2024–2025 phased rollout across personalization Enterprise-scale investment in Google Cloud partnership (Gemini, Vertex AI), proprietary AI engineering, and company-wide generative AI licensing for all ~14,000 employees
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Kaiser Permanente — Healthcare AI implementation
Kaiser Permanente
HealthcareOakland, CA (operations across 8 states + Washington, D.C.)

Kaiser Permanente Deploys Ambient AI Across 40 Hospitals, Saves 16,000 Hours of Physician Documentation Time

Integrated managed care organization serving 12.7 million members

16,000 hrs
Documentation Time Saved
7,260
Physician Adoption
Tools:Abridge Ambient AIEpic EHR IntegrationAdvance Alert Monitor (AAM)
Pilot launched October 2023 with 1 Enterprise-wide technology partnership with Abridge; described as the fastest technology implementation in Kaiser Permanente's 20+ year history, supported by a structured 10-week pilot and quality assurance framework
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Redfin — Real Estate AI implementation
Redfin
Real EstateNationwide (HQ: Seattle, WA)

Redfin's Conversational AI Search Drives 2x Listing Views and 47% More Tour Requests

Technology-powered real estate brokerage (Rocket Companies subsidiary), serving millions of homebuyers and sellers nationwide

~2x
Listing Views
+47%
Tour Conversion
Tools:Sierra AI PlatformRedfin Estimate (ML Valuation)Redeye MLOps Platform
Conversational AI search launched November 13 Enterprise-level AI platform partnership with Sierra; integrated into Redfin's existing ML infrastructure (Redeye MLOps platform using Kubernetes, AWS, Spark, Airflow, and MLFlow)
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Wendy's — Restaurants AI implementation
Wendy's
RestaurantsNationwide U.S. (HQ: Dublin, OH)

How Wendy's FreshAI Cut Drive-Thru Service Times by 22 Seconds and Boosted Margins 80 Basis Points

Quick-service restaurant chain, 7,000+ locations worldwide

86%
Autonomous Order Handling
~99%
Effective Order Accuracy
Tools:Google Cloud Vertex AIGoogle Cloud LLMsWendy's FreshAI Platform
Partnership announced May 2023; pilot launched June 2023 in Columbus Enterprise-level technology partnership with Google Cloud; requires digital menu board installation (brand standard by 2025); POS system integration per location
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Allstate — Insurance AI implementation
Allstate
InsuranceNationwide (HQ: Northbrook, IL)

How Allstate's ALLIE AI Drafts 50,000 Claims Messages Daily and Cut Billing Inquiries by 45%

Personal lines property and casualty insurer (auto, home, life, commercial)

-70%
Email Drafting Time
-45%
Billing Inquiries
Tools:ALLIE (Allstate's Large Language Intelligent Ecosystem)Microsoft Azure Cognitive ServicesBCG X AI Platform
Conversational AI deployed 2022; generative AI claims communications fully operational by February 2025; ALLIE ecosystem ongoing expansion Enterprise-scale AI platform investment integrated into Allstate's Transformative Growth strategy; exact figures not publicly disclosed
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RSM US LLP — CPA AI implementation
RSM US LLP
CPAChicago, Illinois (offices nationwide)

How RSM US Deployed Agentic AI Across Tax, Audit, and Compliance to Cut Workloads by 80%

National CPA and Advisory Firm (5th Largest in the US)

-90%
Compliance Mapping Time
80%
Compliance Workload Reduction
Tools:myRSM Tax (AI-Powered Tax Ecosystem)RSM Atlas (AI Compliance Platform)RSM Luca (Digital Audit Ecosystem)DASH (AI Client Support Platform)Additive Generative AI (K-1 & Partnership Tax)Blue J (AI Tax Research)
2023–2025 (phased rollout); $1B expansion announced June 2025 $1 billion over three years (2025–2028); preceded by $150–200M investment in prior three years
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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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