Architectural Evaluation: Why We Re-Engineered AI Safety From Text Guardrails to Infrastructure Control Planes

说明与用途

AI 基础设施控制平面通过确定性策略决策来治理自主代理的操作，超越文本守护。

问题

Autonomous AI agents perform actions beyond text generation, requiring governance over identities, models, tools, and side effects that text guardrails alone cannot enforce.

结果

PolicyAware provides deterministic, policy‑driven governance for autonomous agents, enabling fine‑grained action control, risk‑based routing, and auditability beyond text validation.

工作流

• 1. Application supplies request with structured context
• 2. Data‑protection checks detect PII/PHI/secrets
• 3. Risk classification assigns tier
• 4. Policy engine evaluates deny/allow/require_approval/transform
• 5. Denied or approval‑gated requests stop before execution
• 6. Allowed requests routed to model or tool policy engine
• 7. Runtime evaluation checks for leakage and consistency
• 8. Audit records decision and evidence

证据

PolicyAware separates governance into explicit, replaceable components.

来源

PolicyAware represents these requirements as deny‑by‑default policy.

来源