The Company's Memory Must Be an Enterprise Record
Inference Is Rented. Institutional Knowledge Must Survive the Supplier.
Model routers and customer-controlled agent state are now concrete product architectures, but they do not make every model interchangeable or every memory store strategic. The important boundary is narrower. Task checkpoints are operational state, transcripts are evidence, embeddings are derived indexes, and model-generated memories are untrusted proposals. Canonical institutional knowledge becomes an enterprise record only when the company can govern its meaning, provenance, lifecycle, access, retention, and portability. That record feeds a context compiler, which builds a purpose-bounded view for an approved task, and a router, which selects an execution supplier. Reads are exposure decisions, and writes are changes to future behavior. The approved-task record should bound both without being confused with the memory itself. A vendor may operate the store, but the record must remain intelligible, governable, and recoverable when the vendor changes.