Regulator - Ready AI Practical Playbook for Compliance

Regulator-Ready AI Practical Playbook for Compliance is an operational guide for converting high-level ethical principles into concrete, audit-grade artifacts for AI systems.?It is designed for product, legal, compliance, and engineering teams, providing a repeatable framework to build and manage AI in regulated environments.?The playbook operationalizes AI governance through four core pillars:?Observe: Instrumenting immutable logs for data provenance and runtime telemetry.?Document: Publishing Model Cards, maintaining a living Data Inventory, and recording Decision Logs.?Assess: Defining a composite risk score and running scenario tests for fairness, robustness, and drift.?Act: Enforcing predeploy CI/CD gates and maintaining documented remediation playbooks.?The book emphasizes producing "regulator-defensible" evidence-such as signed model bundles, immutable audit logs, and populated disclosure templates-to reduce litigation exposure and prevent regulatory escalation.
It includes copyable templates for governance rubrics, remediation playbooks, and board reporting metrics.