Map a business scenario to model, memory, knowledge, tools, budget, and delivery.
Expose selected APIs through OpenAPI/SDK specs and HMAC-signed calls.
Apply allowlists, risk, rate limits, approvals, audit, and traceability.
Inject domain documents and FAQs into selected routes before dispatch.
Embed a zero-dependency chat entry into existing web pages.
Keep jobs, messages, audit records, trace events, approvals, and delivery attempts in one place.