Versus a model provider's assistant

A category comparison: OCTOPUS versus a model provider's assistant.

A provider's assistant gives you one model family with memory tied to that provider and its chat surface. OCTOPUS sits between your data and the models acting on it: knowledge lives in your tenant as a typed graph, context is validated before any model sees it, decisions are recorded independent of the model, and agents work under a governance plane. The model is the engine; OCTOPUS is the harness.