Resources

AI Agent Governance
Guides

Expert insights on preventing unauthorized AI actions, managing shadow AI risks, and implementing enterprise-grade controls.

Articles

The Language of the Agent Era

To navigate the new world, you need a new vocabulary. These are the terms that define the Agentic Control Plane category.

The Autonomy Paradox

The catch-22 where AI ROI requires autonomy, but autonomy without governance is corporate suicide.

The Autonomy Gap

The gap between what agents can do and what organizations can safely allow them to do. The root cause of the CISO Veto.

CISO Veto

When security blocks AI projects because they can't control the outcome. The default response when there's no Agentic Control Plane.

Pilot Purgatory

Where AI projects go to die—stuck forever in proof-of-concept without proper governance to reach production.

Toy Agents

Agents with plastic steering wheels. They look real but have no actual autonomy because the CISO drives the car.

Uncaged Intelligence

AI with brains (Models) and hands (Tools) but no Nervous System (Governance). The body spasms. It deletes databases.

Topology Collapse

The ungovernable mesh of point-to-point agent connections that security cannot map, monitor, or govern. Shadow AI at scale.

Runaway Action Risk

When agents loop, retry, or escalate actions under uncertainty—creating financial or operational incidents before humans can intervene.

The Compliance Black Box

When agent systems lack defensible evidence trails, making it impossible for regulated industries to move beyond experimentation.

Iron Gate

The deployment standard where nothing passes without identity verification. Cryptographic certainty in every agent transaction.

The Safe Harbor

Phase 2 of agent maturity—safe production enablement with Relay Govern activated for high-value workflows.

The Agent Economy

The future state where AI is managed as a measurable value stream with usage metering, chargeback, and cost accountability.

Schema Poisoning

The new SQL Injection for the agent era. The specific way bad actors trick agents by manipulating their tool schemas.

Agentic Control Plane

The new infrastructure category for probabilistic software. Not an API Gateway (for deterministic code)—built for agents that might refund $1M or delete a database.

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