VARC Blog

Technical deep dives on AI governance, runtime enforcement, compliance automation, and the agentic AI landscape.

AI Governance Platforms in 2026: Why Runtime Enforcement Is the Missing Layer

Comparing governance platforms, observability tools, and prompt firewalls. The runtime enforcement gap.

By Vyasa Murthy

Runtime AI Governance vs. Guardrails: Why Binary Enforcement Fails

Binary pass/fail is not governance. Graduated response with behavioral scoring is.

By Vyasa Murthy

Shadow AI in the Enterprise: How to Find Unregistered AI

3-12 unregistered AI endpoints in every enterprise network. Discovery is the first step.

By Vyasa Murthy

EU AI Act 2026: Runtime Enforcement Is Now a Legal Requirement

August 2026 high-risk provisions demand continuous monitoring and real-time intervention.

By Vyasa Murthy

Governing Agentic AI: The SAGA Framework

4-phase runtime enforcement for autonomous AI agents. Scoring, Attenuation, Governance, Audit.

By Vyasa Murthy