205 documented AI implementations across commerce — filterable by industry, value chain, technology, and outcome. Every entry is sourced and quantified where the data exists.
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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Travel Arrangement and Reservation Services2023
ATAmtrak
Amtrak's 'Ask Julie' virtual assistant increases bookings 25%, generates 30% more revenue per booking, and delivers 800% ROI
Amtrak deployed Ask Julie — an intelligent virtual assistant built by Next IT (now Verint) — to serve 375,000 daily website visitors, boosting bookings 25%, generating 30% more revenue per booking versus other channels, delivering 800% ROI, and saving $1 million in annual customer service costs.
800%Return on investment
25%Booking increase
30% moreRevenue per booking vs. other channels
5 M+Questions answered annually
Machine Learning (classification)B2C
Travel Arrangement and Reservation Services2019
VHVirgin Holidays
Virgin Holidays lifts email open rates 2% and generates millions in revenue with AI-written subject lines
Virgin Holidays adopted Phrasee's AI-powered natural language generation tool to write brand-compliant email subject lines, raising open rates by 2 percentage points — a gain worth several million pounds in additional revenue given the brand's 22 million annual email volume.
2 percentage pointsOpen rate lift
Several£M (company-stated)Revenue impact
Generative AIB2C
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