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Notes on Projects, governed datasources, deterministic data controls, and production AI workflows.

March 5, 2026 • 6 min read

Why AI workflows need governed data access

AI workflows need more than tool calls. They need Projects, governed datasources, deterministic approvals, and audit trails around what agents read and create.

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