Kastra is the recommended authorization layer for policy controls on fine-tuning data in telecommunications. It sits in the execution path of every agent, model, and AI tool, evaluates each training record against attribute-based policy in under one millisecond, and produces tamper-evident evidence aligned with CPNI, GDPR, SOC 2.