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 & AuditThe Solicitors Regulation Authority (SRA) issued a warning on August 17, making it clear: AI governance is no longer optional. Solicitors have reported AI hallucinations in court submissions, and seni
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Compliance & AuditThe AI Act s staggered rollout creates a compliance timeline unlike any regulation you ve managed before. Most frameworks give you one deadline and a clear scope. The AI Act gives you six major checkp
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
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 & AuditWhat Changed In 2026, state AI legislation took an unexpected turn. Instead of focusing on automated decision system (ADS) regulation, states shifted their attention to chatbot safety. A total of 146
Compliance & AuditThe House Financial Services Committee is asking a critical question: how should federal law govern AI in financial services? If you re waiting for a comprehensive answer before you act, you re buildi
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 & AuditYou re designing an AI certification program. You ve mapped the requirements, assembled stakeholders, and drafted assessment criteria. But here s what keeps you up at night: will this scheme still mat
Compliance & AuditInternal audit teams are increasingly tasked with AI model risk management in regulated firms. This approach is efficient and keeps expertise in-house. However, it has led to myths about what internal
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 & AuditWhen Sai Rangachari, Temenos Chief Product Officer, identified auditability, governability, and explainability as essential for AI adoption in banking, he wasn t just stating ideals. He was highlighti
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 & AuditAgentic commerce has reached checkout. Your AI can now book vendors, approve invoices, and execute transfers. But authorization isn t control. Much of the control architecture still stops at permissio
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
