01
Requirement
Identify what the governing law, regulation, standard, framework, or assurance criteria actually require.
AI governance · Audit · Assurance
Make governance requirements easier to understand, implement, and audit.
AuditDIFF connects governance requirements to practical implementation, evidence, and independent assurance. AI governance is the wider frame, with privacy, cybersecurity, risk, and audit readiness treated as connected parts of the same system.
Start here
Learn the System, Then Follow the Evidence
Start with the AI Governance Foundations series or use the glossary when a term, authority, or assurance concept needs a clearer explanation.
Four-part series
AI Governance Foundations
Build a practical foundation for governing AI systems, assigning accountability, managing risk, preserving evidence, and preparing for independent assurance.
Explore AI Governance FoundationsReferenceAcademic Glossary
Use a sourced reference index to distinguish legal, regulatory, standards, ForHumanity, industry, and assurance terminology.
Explore Academic GlossaryAuditDIFF method
From Requirement to Assurance
A governance requirement becomes useful when people can connect it to an operational decision, implementation, reliable evidence, and a credible way to test what actually happened.
02
Implementation & Evidence
Translate the requirement into accountable work and preserve evidence that shows what was implemented.
03
Assurance
Test the evidence against defined criteria and distinguish organizational claims from independent evaluation.
About the project
An Independent Learning and Reference Project
AuditDIFF is being built as an independent learning and reference project. Explanations are kept distinct from source language so readers can see where a requirement comes from and where practical interpretation begins.
Why AuditDIFF exists