Practitioner-depth guides on FISMA, FedRAMP, CMMC, DCAA audit readiness, and AI governance for federal systems. Written by a CPA, CISSP, CISA with Big 4 audit experience.
All 50 states introduced over 1,200 AI bills in 2025 alone, with Colorado, Texas, California, Illinois, and New York enacting laws covering algorithmic discrimination, transparency, training data disclosure, and frontier model safety. No federal AI...
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Colorado SB 205 and Texas TRAIGA grant affirmative defenses to organizations accused of algorithmic discrimination by high-risk AI systems. Claiming the defense requires two prongs: proof of violation discovery and cure, plus documented compliance with...
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AI agent audit trails require five logging layers beyond traditional application logs: decision logs, tool invocation logs, delegation and authority logs, memory and context logs, and inter-agent communication logs. The EU AI Act Article 12...
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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 addresses accountability and failure containment when AI agents orchestrate, delegate to, and supervise other agents. Three governance models (hierarchical, federated, marketplace) carry distinct risk profiles mapped to OWASP Agentic Top 10 threats...
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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 35 studies involving 19,774 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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Organization A treats August 2, 2026 as the EU AI Act high-risk compliance deadline. Its compliance team classifies every AI system against Annex III, builds a risk management system under Article 9, drafts technical documentation...
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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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Out of more than 100 Rev5 authorizations processed in 2025, zero submissions used OSCAL [FedRAMP RFC-0024]. Not one Phase 1 pilot participant submitted a machine-readable package in the format FedRAMP mandates by September 30, 2026....
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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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