Production Data, State, and Storage

Manage conversations, checkpoints, retrieval indexes, artifacts, and memory as governed production data.

GenAI systems produce more state than chat history. They may store retrieved evidence, tool results, plans, checkpoints, generated artifacts, feedback, and long-term memories. Each store needs a purpose, owner, retention rule, and tenant boundary.