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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EU AI Act Omnibus Adopted: The New Deadlines for 2027 and 2028
The Digital Omnibus on AI is adopted. Annex III high-risk obligations apply from 2 December 2027, Annex I from 2 August 2028, and Article 50 transparency from 2 August 2026.
How to Audit an AI Agent System: An Enterprise Framework for Production
A fieldwork-ready, 12-domain AI agent audit framework for scope, ownership, authority, runtime controls, sampling, evidence, findings, and follow-up.
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.
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