Articles & Resources
Insights, perspectives, and guides on AI governance, regulatory compliance, and responsible AI practices. Covering EU AI Act, agentic AI governance, MCP Server governance, AI risk management, platform guides, and candid industry perspectives.
The AI Project That Was Late, Over Budget, and Still Got Blocked
A composite story of enterprise AI going sideways: quiet cost overruns, slipping dates, a security freeze, and the specific fixes that change the outcome.
Smarter Models, Wider Surface: The Double Edge of Frontier AI
Anthropic's Fable 5 arrived state-of-the-art, was suspended within days, and returned 19 days later. Each generation unlocks capability while widening the surface you must govern.
Shadow IT in the Era of AI
Shadow IT never went away. AI just made it faster, cheaper, and far harder to see — as teams adopt models, agents, and tools without anyone signing off.
The Governance Market Is Booming. That Isn't the Same as Better Governance.
A fast-growing market means a flood of new tools. A skeptical take on why more dashboards rarely add up to more control — and what actually does.
When AI Risk Hides in the Dependencies
Most AI risk assessments score systems in isolation. But real exposure usually lives in what a system depends on — and that's exactly where it goes unseen.
Compliance Is Multiplying Faster Than Teams Can Keep Up
EU AI Act, NIST AI RMF, ISO 42001, GDPR — the frameworks keep coming, and they overlap. Why running one program per framework is no longer survivable.
Architecture-as-Code Meets Policy-as-Code
The discipline that reshaped infrastructure is coming for governance. An optimistic case for treating architecture and policy as versioned, testable code — with one important caveat.
The Agentic Leap Is Outpacing the Guardrails
Most organizations are already experimenting with AI agents. Far fewer can say they govern them. A candid look at the gap — and whether it closes.
Why AI Governance Can't Be Treated in Isolation
AI is becoming a feature of nearly every system. Governing it as a separate program — apart from the architecture it lives in — is starting to look like a mistake.
Getting Started with AIXYRA: Platform Onboarding Guide
A quick-start guide to registering your first AI entities and configuring governance workflows.
Building a Multi-Framework Compliance Program
Mapping AI systems against EU AI Act, NIST AI RMF, and ISO 42001 simultaneously from a unified platform.
Risk Scoring with Dependency Chain Propagation
Understanding how risks cascade through interconnected AI systems and how to assess aggregate exposure.
MCP Server Governance: Securing the Agentic AI Tool Layer
Best practices for governing Model Context Protocol servers that provide tools to AI agents.
Governing AI Agents: A Framework for Enterprise Agentic AI
How to establish governance workflows for autonomous AI agents operating across organizational boundaries.
EU AI Act Compliance Roadmap for High-Risk Systems
A practical roadmap to EU AI Act compliance for high-risk AI systems under the obligations now scheduled for December 2027.