Software as a service (SAAS) services featuring software using artificial intelligence (AI) for inspecting, filtering, redacting, securing, logging, and governing prompts and responses exchanged with large language models (LLMs); for enforcing identity-aware, policy-based controls on AI workflows; for detecting and preventing prompt injection and sensitive data leakage.