Build the deterministic collectors that gather control evidence, including cluster API queries, policy engine reports, scan output, access control dumps, and database configuration exports, normalized into a common format and stored with timestamps. Help build the internal AI tooling that assists with this work, including retrieval over the control catalog and system documentation, drafting from collected evidence, and triaging scanner output into ranked findings for human review.