McFadyen Digital · Case Studies

Real-world AI in Commerce

205 documented AI implementations across commerce — filterable by industry, value chain, technology, and outcome. Every entry is sourced and quantified where the data exists.

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Case Studies

Real-world AI implementation case studies for commerce — filter by value chain, industry, business model, technology, and outcome to find the deployments closest to your own.

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Health Care and Social Assistance2025
Sayvant

Sayvant saves 50,000 emergency clinician hours and cuts charting time 85% with Azure OpenAI

Built on Microsoft Azure OpenAI Service, Sayvant's ambient documentation platform reduces ER charting from 10 minutes to under 90 seconds per patient across 30+ languages, with a 40% drop in discharge delays at participating sites.

50000 hrsClinician Hours Saved
85%Charting Time Reduction
40% (one site)Discharge Delay Reduction
30+Languages Supported
Generative AIB2B
Health Care and Social Assistance2024
Accolade

Healthcare company Accolade cuts after-call work by 50%+ with AI summarization across 100% of member interactions

Accolade implemented Observe.AI Summarization AI to automatically generate consistent, actionable after-call notes for all 14 million members, cutting after-call tasks by more than 50% and freeing Care Advocates to focus fully on member engagement.

50%+After-Call Work Reduction
100%Member Interactions Covered
Generative AIB2B2C
Health Care and Social Assistance2024
Mister Spex

Mister Spex automates 70% of caller verifications and 52% of order-status inquiries with AI Phone Agent

Europe's leading online optician deployed a Cognigy AI Phone Agent to handle identity verification and WISMO calls, automating 70% of verifications and 52% of order-status inquiries within three months of go-live.

70%Caller Verification Automation
52%WISMO Automation
88%Return Label Automation
3 mo.Time to Results
Conversational AIB2C
Health Care and Social Assistance2024
nib Health Insurance

nib Health Insurance's Nibby AI Assistant Handles 4 Million Queries and Delivers $22M in Savings with 60% Automation Rate

Australia's nib Health Insurance deployed Nibby — now powered by Anthropic's Claude 3.5 Sonnet on AWS Bedrock — to handle routine member inquiries, achieving a 60% automation rate, a 15% reduction in live phone calls, and over $22 million in cumulative savings since the 2021 launch.

4 M+Queries Handled
22 M USDSavings
60%Automation Rate
15%Phone Call Reduction
Generative AIB2C
Health Care and Social Assistance2024
Optum

Optum cuts security code-review time 60% with GitHub Copilot Autofix

Participating in the 2024 beta of GitHub's AI-powered Copilot Autofix, health services company Optum reduced time spent on security-related code reviews by 60% and lifted overall development productivity 25%, saving thousands of hours per month in the healthcare sector.

60%Security review time reduction
25%Developer productivity increase
3 x fasterVulnerability fix speed
Generative AIB2B
Health Care and Social Assistance2021
Allergan Aesthetics (AbbVie)

Allergan Aesthetics generates over $1 billion in direct-to-consumer sales by embedding CLV into Allē loyalty program

Using Snowflake, Segment, and machine learning, Allergan Aesthetics relaunched its Allē loyalty program, generated over $400 million in new revenue in 2021, and reduced JUVÉDERM cost per acquisition by 10%.

$1B+Direct-to-Consumer Sales
$400M+New Revenue
10%CPA Reduction
3M+ activeLoyalty Members
Machine Learning (classification)B2B2C