Agents take real actions. APIRE makes sure every action is observed, every prompt is inspected, and every tool call is governed.
Agents make decisions in tight loops. Without inline monitoring, a single misaligned plan can produce hundreds of unsafe actions before a human notices.
Tool calls become an attack surface. Malicious prompts can steer an agent into invoking the wrong API, sending the wrong email, or executing the wrong query.
Multi-step agent workflows can launder data through several model calls. Traditional perimeter security can't see the chain — APIRE does.
APIRE wraps every API call an agent makes — model calls, retrieval calls, tool calls — with the same five-layer defense. The threat correlation engine recognizes agent-chain attack patterns that look benign in isolation but malicious in sequence. Policy enforcement gives platform teams the controls they need without slowing the agent loop.
The five-layer defense applies to every step of every agent chain.