AI Usage at a Glance
Timeline
Aug 9, 2021
Data AnalysisPractice documented: Amazon uses deep learning algorithms to generate demand forecasts for over 400 million products daily, predicting how much of each item to stock in which fulfillment centers — reducing excess inventory, preventing stockouts, and enabling faster delivery.
Practice DocumentedView practice →Jun 12, 2023
ProductivityPractice documented: Amazon uses generative AI to automatically synthesize thousands of customer reviews into a short paragraph on each product page, helping shoppers quickly understand the overall sentiment without reading individual reviews.
Practice DocumentedView practice →Aug 15, 2023
ProductivityNew evidence: Amazon deploys generative AI to summarize reviews
Evidence AddedView practice →Feb 1, 2024
Customer SvcPractice documented: Amazon's Rufus is a generative AI chatbot embedded directly in the Amazon shopping app and website that answers product questions, compares items, and guides customers through the purchasing process using natural language.
Practice DocumentedView practice →Apr 3, 2024
OtherPractice documented: Amazon deployed Just Walk Out technology in its Amazon Go stores, using cameras, sensors, and AI to automatically track which items shoppers pick up and charge them when they leave — eliminating checkout lines entirely.
Practice DocumentedView practice →Apr 17, 2024
OtherNew evidence: An update on Amazon's plans for Just Walk Out and checkout-free technology
Evidence AddedView practice →Jul 31, 2024
OtherNew evidence: Amazon’s Just Walk Out technology just got even more accurate—here’s what’s new
Evidence AddedView practice →Sep 19, 2024
Creative GenPractice documented: Amazon offers advertisers a suite of generative AI tools — including an image generator, video generator, and audio generator — within Amazon Ads Creative Studio, enabling brands to automatically create lifestyle images, short video ads, and audio spots from a single product photo.
Practice DocumentedView practice →Sep 19, 2024
RecommendationPractice documented: Amazon's recommendation engine uses machine learning to personalize every customer's homepage, search results, product detail pages, and emails with items they are statistically likely to want to buy, based on their browsing history, purchase history, and the behavior of similar shoppers.
Practice DocumentedView practice →Oct 11, 2024
OtherPractice documented: Amazon deploys over one million AI-guided robots across its global fulfillment network to transport inventory, pick and sort items, and optimize warehouse throughput — dramatically reducing the need for manual warehouse walking and lifting.
Practice DocumentedView practice →Oct 15, 2024
Creative GenNew evidence: Make creative development a breeze with Creative Studio
Evidence AddedView practice →Nov 19, 2024
Customer SvcNew evidence: Amazon announces the launch of Rufus, a new generative AI-powered conversational shopping assistant, in beta across Europe
Evidence AddedView practice →Feb 26, 2025
Customer SvcPractice documented: Amazon deployed Alexa+ in February 2025 as a rebuilt, subscription-based AI voice assistant capable of multi-step task completion, smart home control, and natural conversational interactions across over 500 million Alexa-enabled devices.
Practice DocumentedView practice →Mar 1, 2025
ModerationPractice documented: Amazon uses machine learning and graph neural networks to run billions of daily scans of its marketplace — automatically detecting fraudulent seller accounts, counterfeit product listings, fake reviews, and other forms of abuse before they reach customers.
Practice DocumentedView practice →Mar 26, 2025
Data AnalysisNew evidence: Amazon and the Shift to AI-Driven Supply Chain Planning
Evidence AddedView practice →Mar 26, 2025
ModerationNew evidence: How Amazon uses AI innovations to stop fraud and counterfeits
Evidence AddedView practice →May 8, 2025
ProductivityPractice documented: Amazon offers third-party sellers generative AI tools that automatically create product titles, bullet points, and descriptions from brief product information, plus a business intelligence assistant called Project Amelia that provides personalized sales and inventory insights via Seller Central.
Practice DocumentedView practice →Jun 10, 2025
Creative GenNew evidence: Amazon Ads launches Video Generator, AI creative studio, and Audio Generator
Evidence AddedView practice →Jul 3, 2025
OtherNew evidence: Amazon’s robotics patent portfolio has grown 28x since its Kiva acquisition
Evidence AddedView practice →Oct 22, 2025
OtherNew evidence: Amazon has more than 1 million robots that sort, lift, and carry packages—see them in action
Evidence AddedView practice →Nov 2, 2025
Customer SvcNew evidence: Amazon says its AI shopping assistant Rufus is so effective it’s on pace to pull in an extra $10 billion in sales
Evidence AddedView practice →Nov 3, 2025
ProductivityNew evidence: How to use Amazon AI to create product listings
Evidence AddedView practice →Dec 1, 2025
ModerationNew evidence: Inside Amazon’s Counterfeit Crimes Unit, the team hunting fakes across its marketplace
Evidence AddedView practice →Jan 21, 2026
Customer SvcPractice documented: Amazon's One Medical primary care service launched a Health AI assistant in January 2026 that provides 24/7 personalized health guidance, answers health questions, explains lab results, books appointments, and manages medications — drawing on each patient's actual medical records.
Practice DocumentedView practice →Mar 10, 2026
Customer SvcNew evidence: Amazon launches Health AI agent on Amazon website and app with free 24/7 access to virtual care for Prime members
Evidence AddedView practice →Recent activity
Amazon offers advertisers a suite of generative AI tools — including an image generator, video generator, and audio generator — within Amazon Ads Creative Studio, enabling brands to automatically create lifestyle images, short video ads, and audio spots from a single product photo.
Amazon launched its AI image generator for advertisers in October 2023, followed by an AI video generator in beta in September 2024, and AI Creative Studio as a centralized hub on October 15, 2024. By June 2025, the video generator was publicly available in the US and expanded internationally in November 2025. An agentic AI creative tool launched in beta in September 2025, allowing brands to describe a campaign concept via chat and have the AI generate storyboards and full ad creatives. Amazon reports that Sponsored Brands mobile ads using AI-generated lifestyle images achieved more than 40% higher click-through rates than ads using standard product images. Creative Studio is available to Brand Registered sellers in the US, UK, Germany, and several other marketplaces.
Amazon's One Medical primary care service launched a Health AI assistant in January 2026 that provides 24/7 personalized health guidance, answers health questions, explains lab results, books appointments, and manages medications — drawing on each patient's actual medical records.
Available to One Medical members (accessible as an Amazon Prime benefit at $9/month), the Health AI assistant was built on Amazon Bedrock and uses a multi-agent architecture: a core patient-facing agent, sub-agents for specific workflows, auditor agents reviewing conversations in real time, and sentinel agents that escalate to human clinicians when needed. Co-developed with One Medical's clinical leadership, it includes HIPAA-compliant privacy protections. A beta launched in early 2025 for select One Medical members before the full rollout. Amazon then expanded Health AI to broader U.S. consumers via Amazon.com and the Amazon app in March 2026. Amazon emphasizes the tool is designed to complement rather than replace physicians.
Amazon deployed Alexa+ in February 2025 as a rebuilt, subscription-based AI voice assistant capable of multi-step task completion, smart home control, and natural conversational interactions across over 500 million Alexa-enabled devices.
Announced in September 2023 and launched publicly in February 2025, Alexa+ replaced the previous rule-based Alexa architecture with a multi-large language model routing system using Amazon's Nova models and Anthropic's Claude. Unlike classic Alexa, which handled one request at a time, Alexa+ can string together multiple API calls to complete complex tasks simultaneously. Priced at $19.99/month and free for Prime members, Alexa+ was described by Amazon as 'rebuilt from the ground up' with agentic capabilities that allow it to navigate websites and complete tasks on users' behalf.
All practices by category
Amazon's One Medical primary care service launched a Health AI assistant in January 2026 that provides 24/7 personalized health guidance, answers health questions, explains lab results, books appointments, and manages medications — drawing on each patient's actual medical records.
Amazon deployed Alexa+ in February 2025 as a rebuilt, subscription-based AI voice assistant capable of multi-step task completion, smart home control, and natural conversational interactions across over 500 million Alexa-enabled devices.
Amazon's Rufus is a generative AI chatbot embedded directly in the Amazon shopping app and website that answers product questions, compares items, and guides customers through the purchasing process using natural language.
Amazon offers third-party sellers generative AI tools that automatically create product titles, bullet points, and descriptions from brief product information, plus a business intelligence assistant called Project Amelia that provides personalized sales and inventory insights via Seller Central.
Amazon uses generative AI to automatically synthesize thousands of customer reviews into a short paragraph on each product page, helping shoppers quickly understand the overall sentiment without reading individual reviews.
Amazon deploys over one million AI-guided robots across its global fulfillment network to transport inventory, pick and sort items, and optimize warehouse throughput — dramatically reducing the need for manual warehouse walking and lifting.
Amazon deployed Just Walk Out technology in its Amazon Go stores, using cameras, sensors, and AI to automatically track which items shoppers pick up and charge them when they leave — eliminating checkout lines entirely.
Cite this record
Trace Foundation. (2026). Amazon: documented AI practices (data as of 2026-09-02) [Data set record]. AI Trace. https://www.aitrace.org/r/company/41066db7-e50c-443a-a932-0f37e293a8be. Accessed September 12, 2026.
- Stable link
- https://www.aitrace.org/r/company/41066db7-e50c-443a-a932-0f37e293a8be
- Data as of
- September 2, 2026
- Last verified
- February 20, 2026
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