Practitioner-depth analysis across federal and private compliance: FISMA and NIST RMF, FedRAMP, CMMC, federal AI governance, SOC 2, AI governance, cybersecurity, and GRC engineering. Written by a CPA, CISSP, CISA with Big 4 audit experience.
Agentic AI risk assessment evaluates five dimensions absent from traditional AI risk: autonomy, delegation, tool use, persistence, and multi-agent coordination. Organizations applying IT risk matrices to autonomous agents miss the categories causing the most damage....
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Multi-agent system governance is becoming the defining challenge of enterprise AI deployment. KPMG deployed 50 AI agents through its Workbench platform in June 2025, with additional agents in development [KPMG Jun 2025]. These are not...
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The greatest risk in high-risk AI is not the algorithm. It is the human approving the algorithm's output without reading it. A 2025 systematic review of studies involving thousands of participants confirmed what practitioners already...
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Seventy-seven percent of organizations report active AI governance programs. Half lack a systematic inventory of AI systems in production. Eighteen percent of deployed AI systems are confirmed high-risk under the EU AI Act [appliedAI Enterprise...
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Editor's Note (July 13, 2026): This checklist has been updated to reflect the adopted Digital Omnibus. The European Parliament endorsed the AI Act simplification package on June 16, 2026, and the Council of the EU...
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The EU Medical Device Regulation entered full application in May 2021. By the deadline, 20% of medical devices had achieved certification. Queues at notified bodies stretched 18 months. Audit costs tripled. The industry had five...
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Editor's Note (Updated July 13, 2026): FedRAMP clarified that the September 30, 2026 machine-readable requirement is enforced through a two-speed submission pipeline, not a hard rejection. The Consolidated Rules for 2026 (CR26) take mandatory effect...
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Who governs an AI agent governing itself? Not a chatbot responding to prompts. Not a model scoring risk on a spreadsheet. An autonomous system calling APIs, accessing databases, delegating tasks to other agents, and making...
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Monday morning, 8:15 AM. The compliance manager opens her GRC dashboard. Four evidence collection tasks completed overnight: AWS IAM access logs pulled, Okta MFA enforcement validated, GitHub branch protection configs captured, Jira change tickets mapped...
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Two compliance teams at mid-market SaaS companies faced the same problem last year: SOC 2 audit preparation consuming 300+ hours per cycle. Both had the same budget ($40,000 to $60,000 annually) for a GRC automation...
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SOC 2 evidence collection is not a compliance problem. It is an engineering problem carrying a compliance label. The compliance team collects screenshots because no one built the pipeline to collect data automatically. The auditor...
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A compliance manager opens nine browser tabs at 7:14 AM. Tab one: AWS Console for security group screenshots. Tab two: Okta admin panel for user access exports. Tab three: GitHub for change management evidence. Tab...
Read the GuideOne compliance analysis per week from Josef Kamara, CPA, CISSP, CISA. Federal and private compliance, written for practitioners.