Part 1 — For the Business
Ch. 4 — Transparency and the Right to Know
What users, regulators, and auditors must be able to see — and why no framework tolerates a black box acting on real data with real consequences.
Every compliance framework covered in this book requires transparency — not because regulators coordinated, but because opacity is the root of almost every compliance failure involving automated systems.
4.1 Key Takeaways
When a human makes a consequential decision, the reasoning is accessible in principle. Ask them. Review the notes. Check the email chain. The trail exists because humans naturally leave records — written rationale, tracked approvals, documented criteria.
Platform Agentic
Compliance, governance, and accountability for teams building agentic AI systems.