A structured, implementation-ready framework for documenting AI systems in a way that is clear, consistent, and aligned with modern governance expectations.
Download the Full Framework (PDF)
Includes a complete disclosure template, layered transparency model, operational mapping, and an implementation appendix with JSON reference.
What This Framework Includes
- Structured AI disclosure template (ready to use)
- Layered transparency model for different audiences
- System-level documentation approach
- Risk classification and governance alignment
- Practical example for real-world application
- Implementation appendix with JSON structure
Who This Is For
Designed for AI governance professionals, product teams, compliance leads, and developers responsible for building or documenting AI systems.
For a detailed breakdown of how to operationalize AI transparency systems, see the full analysis:
Operationalizing AI Transparency & Disclosure Systems