AI Compliance Insights
Practical guides on EU AI Act compliance, AI governance, and building audit-ready evidence trails for regulated industries.
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Browse all compliance and governance guides
AI Agent Accountability Matrix: Who Owns What in Production
A field-ready accountability matrix for 13 AI agent governance roles across design, approval, release, runtime, incidents, change, and retirement.
AI Agent Audit Program: Scope, Sampling, Evidence, and Reporting
A fieldwork-ready internal audit program for AI agent scope, population completeness, risk assessment, control testing, sampling, evidence, findings, and follow-up.
SAFR, Explained: Inside MAS's Runtime Framework for AI Agents in Finance
SAFR is MAS BuildFin.ai's runtime governance reference for AI agents in finance. Inside: four components, four dispositions, envelopes, and mandates.
How to Implement SAFR: Architecture, Patterns, and Build vs Buy
Implementing MAS's SAFR framework: reference architecture, native vs gateway deployment, control calibration, escalation operations, and build vs buy.
SAFR for AML: Governing Compliance-Triage AI Agents at Runtime
MAS SAFR names compliance triage among its heightened-concern applications. An AML triage agent walkthrough: mandate, controls, dispositions, audit record.
Contributing to MAS SAFR: Pilots, the BuildFin.ai Work Group, and What to Prepare
MAS's SAFR white paper invites FIs and FinTechs to contribute pilot findings via BuildFin.ai. What a credible pilot needs before you submit.
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