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Builder Center 15 min read ·Level 400 ·Part 2 of 2

Data lineage you can defend, part 2: AI-assisted lineage on AWS

How do you build lineage an auditor will accept without hand-tracing every pipeline?

By Faris Haddad · Published Oct 2026 on Builder Center
Why it matters
A hands-on build: native capture in Amazon SageMaker Catalog, mainframe analysis with AWS Transform, a code-parsing agent on AWS Step Functions and Amazon Bedrock, a human review loop, and validated lineage exposed to AI agents through Amazon Bedrock AgentCore.
What you'll get
A reference architecture for AI-assisted, human-validated data lineage on AWS.
Who should read it
Data platform & governance leads, CDOs, risk and compliance teams, data engineers
Cross-industry Data lineageData & analyticsReference architectureAgentic AI How (deep dive)
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