In-depth coverage of AI governance, model risk management, and regulatory compliance for enterprise teams.
Compliance & AuditScope This guide outlines how to integrate engineering and compliance practices to transition AI systems from pilot to operational status in federal environments. It s aimed at security engineers, sys
Compliance & AuditYou re tracking the EU AI Act timeline. Your legal team is mapping NIST AI RMF controls. Now, the UK s context-based approach is live in Parliament. If you re responsible for AI governance across mult
Compliance & AuditYou re building your AI governance program and facing a critical choice: Do you align your controls to the jurisdiction you operate in, or aim for a unified global standard? The UN s push for progress
Compliance & AuditEU Member States face 28 distinct notification and assessment responsibilities under the AI Act . Many national authorities mistakenly treat this as a simple documentation task. They re wrong. These r
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Compliance & AuditWhat Happened The European Commission has outlined its responsibilities under the EU AI Act . This document lists 28 tasks, such as establishing notified body registries and creating a database of hig
Compliance & AuditThe European Union s AI Act became binding law in August 2024. By October 2025, only Italy had passed implementing legislation, with Law No. 132/2025 coming into force on October 10, 2025. What can yo
Compliance & AuditIf your team deploys AI that influences hiring, credit, housing, or insurance decisions in Colorado, you ll need a compliant notice framework by January 1, 2027. This template provides a foundation fo
Compliance & AuditThe conventional wisdom You ve probably heard it before: voluntary government frameworks often turn into industry standards. Companies adopt them to show compliance readiness, auditors reference them,
Compliance & AuditThe question at hand You re building an AI governance program and need third-party validation for high-risk systems. Do you want a market with multiple competing certification bodies offering differen
Compliance & AuditWorkshop Insights NIST s second Cyber AI Profile workshop in January 2026 highlighted a crucial tension in AI governance: organizations need cybersecurity guidance that s both specific enough to imple
Compliance & AuditThe Department of Justice s intervention in X.AI LLC s lawsuit against Colorado s AI Act raises a critical question for AI governance teams: Is state-level AI regulation the right path forward, or doe
Compliance & AuditYour distributed tracing captures every microservice call. Your APM dashboards show green. Yet, your compliance team just found three policy violations in a production AI workflow before lunch. This c
Compliance & AuditYou don t control the systems you re being asked to govern. If you re running an AI Management System under ISO/IEC 42001 or validating models under SR 11-7 , that sentence should stop you cold. This
Compliance & AuditThe Problem: Why You Need an AI Control Plane Your AI agents are making decisions in production, accessing APIs, querying databases, and executing workflows. But can you prove to an auditor what they
Compliance & AuditThe second public draft of NIST IR 8259 Revision 1 has introduced significant changes that go beyond minor updates. After gathering feedback from over 400 participants across industries, federal agenc
Compliance & AuditScope - What This Guide Covers This guide focuses on the EU AI Act s postponed high-risk system reporting requirements for financial institutions. It s designed for your team to classify AI systems, p
Compliance & AuditWhen a frontier AI model transitions from development to release, who ensures it s safe? The source material highlights a significant gap: while there s plenty of expert commentary on AI policy framew
Compliance & AuditThe question at hand Your organization uses AI systems in areas like credit decisioning, customer service chatbots, fraud detection, and marketing personalization. Should you govern them all under a s
Compliance & AuditYou re facing a pivotal decision that will shape your AI governance strategy for the next 18 months: Should you invest in state-specific compliance frameworks now, or reserve resources in anticipation
