From weeks to minutes: How Formula 1® uses agentic AI on AWS to accelerate data operations
TL;DR
Formula 1 partnered with AWS to build the Data Accelerator, using agentic AI on Amazon Bedrock AgentCore to rebuild its MarTech data platform. Onboarding a new data source dropped from up to eight weeks to roughly 40 minutes, schema evolution is handled automatically, and the fan engagement data estate now has end-to-end observability.
Nauti's Take
The advantage here is unusually measurable: eight weeks down to about 40 minutes, in a real production environment rather than a demo reel. The catch is transferability, because the setup sits deep inside the AWS stack, and teams not running Bedrock AgentCore will not get that speed or observability for free.
Still a usable blueprint for data teams, and a very well produced reference story for everyone else.
Sources
16.7.26
