Problem
Funders demand audit trails for AI-driven research. Agents that scrape sources without provenance fail compliance review.
Solution
Every handoff is logged with operator identity, timestamp, source domain, and action. Exportable as SOC 2 / GDPR-formatted JSONL for grant audits.
Why it matters
Audit-ready export in 30 seconds, no manual log assembly