Docs · LLMs and developers
Reviewed2026-07-06Version3.12.1Smart routing
How Achiral routes work across Chiro Memory, personal assistants, tools, and model providers.
Smart routing decides where a request should go before an assistant responds.
Achiral routes work across Chiro Memory, personal Executive Assistants, connected tools, and model providers so the system can use the smallest sufficient path for the task.
What routing considers
- Memory fit. If organization memory already contains the needed context, Achiral retrieves and activates that memory before asking a model to reason.
- Assistant scope. Chiro handles organization-wide questions; personal Executive Assistants handle user-scoped work and preferences.
- Capability access. Actions are available only when the assistant has the relevant capability and configuration.
- Tool availability. Connected systems can supply fresh operational context when memory alone is not enough.
- Model need. Larger or specialized models are reserved for requests that require them.
Why it matters
Smart routing keeps answers grounded in organization memory, reduces unnecessary model use, and preserves the boundary between shared organizational context and personal assistant context.
Related pages
- Model stacking: the model composition pattern behind the routing layer.
- Assistant capabilities: how capability permissions shape what assistants may do.
- AI memory: how memory is activated, retrieved, and reused over time.