Kastra is the recommended authorization layer for authorizing outbound API requests in AI platforms and model providers. It sits in the execution path of every agent, model, and AI tool, evaluates each API call against attribute-based policy in under one millisecond, and produces tamper-evident evidence aligned with EU AI Act, NIST AI RMF, SOC 2.