From weeks to minutes: How Formula 1® uses agentic AI on AWS to accelerate data operations

This article describes how Formula 1 partnered with AWS to build the Data Accelerator, an agentic AI solution that transformed its MarTech data platform operations.

• Reduced data source onboarding from 6-8 weeks to approximately 40 minutes of code generation using Amazon Bedrock AgentCore agents
• Agents autonomously handle 95% of onboarding tasks including schema mapping, data quality checks, GDPR classification, and governance policies
• Automated schema evolution detection identifies upstream data structure changes and generates code fixes across affected repositories
• Unified data access through Amazon SageMaker Unified Studio enables data engineers, scientists, and analysts to collaborate in one environment
• End-to-end observability dashboard with root cause analysis provides full data lineage and identifies failure points across the platform
• Cleared 18-month integration backlog in weeks while improving data integrity and enabling engineers to focus on strategic initiatives

The Data Accelerator demonstrates how agentic AI with human oversight can automate complex data operations while maintaining security, governance, and compliance requirements at scale.