AI Governance – agility at scale https://agility-at-scale.com Find where change creates the most value Fri, 02 Oct 2026 10:39:20 +0000 en-US hourly 1 https://wordpress.org/?v=6.7.9 https://agility-at-scale.com/wp-content/uploads/2023/05/cropped-agility-at-scale-favicon-32x32.png AI Governance – agility at scale https://agility-at-scale.com 32 32 Role-Based Access Control for AI Systems and Agents https://agility-at-scale.com/ai/governance/role-based-access-control/ Wed, 23 Sep 2026 09:41:49 +0000 https://agility-at-scale.com/?p=152444 A role check won't stop an AI agent's confused-deputy attack. Role-based access controls for AI need information flow governance and intent-scoped grants.

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]]> AI Audits and Compliance Checks: A Practical Guide to Regular AI https://agility-at-scale.com/ai/governance/audits-compliance-checks/ Tue, 22 Sep 2026 12:09:42 +0000 https://agility-at-scale.com/?p=152350 Regular AI audits and compliance checks demand an evidence trail, not a score. The checklist, six-phase process, and 2026 audit frequency by risk tier.

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]]> Vendor AI Governance and Due Diligence: Managing Third-Party AI Risk https://agility-at-scale.com/ai/governance/vendor-due-diligence/ Tue, 22 Sep 2026 06:26:29 +0000 https://agility-at-scale.com/?p=152336 Vendor AI governance and due diligence puts EU AI Act liability on the deployer. Learn what evidence to demand, who signs, and how to start small.

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]]> Human Oversight of AI: Requirements, Implementation, and the EU AI Act https://agility-at-scale.com/ai/governance/human-oversight/ Sun, 20 Sep 2026 13:53:15 +0000 https://agility-at-scale.com/?p=152243 Reviewing an AI output isn't oversight - oversight is the power to intervene. EU AI Act Article 14's rules, and how to pick the right oversight model.

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]]> AI Governance KPIs and Performance Metrics: Measuring What Matters https://agility-at-scale.com/ai/governance/ai-governance-performance-metrics-and-kpis/ https://agility-at-scale.com/ai/governance/ai-governance-performance-metrics-and-kpis/#comments Tue, 15 Sep 2026 15:00:48 +0000 https://agility-at-scale.com/?p=146980 AI Governance Performance Metrics and KPIs replace policy claims with proof across five categories: compliance, risk, fairness, transparency, and maturity.

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]]> https://agility-at-scale.com/ai/governance/ai-governance-performance-metrics-and-kpis/feed/ 2 AI Risk Management and Compliance: Frameworks and Controls https://agility-at-scale.com/ai/governance/risk-management-and-compliance/ https://agility-at-scale.com/ai/governance/risk-management-and-compliance/#respond Thu, 27 Aug 2026 18:28:23 +0000 https://agility-at-scale.com/?p=146762 Risk management and compliance for AI needs five failure categories ERM never named, plus a control framework scored by tier and decision consequence.

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]]> https://agility-at-scale.com/ai/governance/risk-management-and-compliance/feed/ 0 NIST AI Risk Management Framework (AI RMF): Complete Implementation https://agility-at-scale.com/ai/governance/nist-ai-risk-management-framework/ https://agility-at-scale.com/ai/governance/nist-ai-risk-management-framework/#respond Wed, 26 Aug 2026 10:13:59 +0000 https://agility-at-scale.com/?p=146550 The NIST AI Risk Management Framework has no legal force, yet regulators treat it as the default standard, covering four functions and a six-phase rollout.

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]]> https://agility-at-scale.com/ai/governance/nist-ai-risk-management-framework/feed/ 0 AI Governance Tools and Platforms: Enterprise Comparison https://agility-at-scale.com/ai/governance/ai-governance-tools-and-technology/ https://agility-at-scale.com/ai/governance/ai-governance-tools-and-technology/#respond Wed, 19 Aug 2026 17:52:51 +0000 https://agility-at-scale.com/?p=146984 AI Governance Tools and Technology split into three lineages — MLOps monitoring, GRC platforms, and dedicated vendors — each catching different gaps.

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]]> https://agility-at-scale.com/ai/governance/ai-governance-tools-and-technology/feed/ 0 US State AI Laws https://agility-at-scale.com/ai/governance/us-state-ai-laws/ https://agility-at-scale.com/ai/governance/us-state-ai-laws/#respond Fri, 07 Aug 2026 12:07:52 +0000 https://agility-at-scale.com/?p=150371 US State AI Laws govern hiring AI where Congress hasn't acted. Colorado's rewrite shifted from programs to per-decision notice, review, and records.

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]]> https://agility-at-scale.com/ai/governance/us-state-ai-laws/feed/ 0 AI Registers and Inventories: Building Your Enterprise AI Inventory https://agility-at-scale.com/ai/governance/ai-registers-and-inventories/ https://agility-at-scale.com/ai/governance/ai-registers-and-inventories/#comments Sat, 11 Jul 2026 17:52:59 +0000 https://agility-at-scale.com/?p=146988 Most organizations deploying AI cannot answer a basic question: how many AI systems are running in your enterprise right now? Without that answer, every...

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