Bailing AI sits beside your business system. It receives business triggers, assembles context, calls models or executors, exposes selected business tools, records trace and audit data, and sends results back.
Configure one business scenario with target, model credentials, memory, knowledge, tools, budgets, and delivery.
Route allowlists, scopes, risk levels, parameter-level confirmation, rate limits, approvals, and audit trails.
Jobs, messages, approvals, audit records, trace events, delivery attempts, and troubleshooting bundles are hub-owned.
The hub controls what the agent can reach. Your backend still decides what the on-behalf-of user can actually do.
Business event / web widget / inbound channel → route → context assembly → model or executor → governed tools → signed business API call → business permission check