- Callable APIs already exist
- A thin adapter can be added for selected actions
- Existing identity, tenant, and authorization rules must remain
Bring agents into real workflows,not just question answering
BailingHub does not invent your business capabilities or take over backend authority. Agents can use only the operations your system exposes, within the approved identity and governance boundary.
Not every form of “AI back-office automation” is the same
BailingHub is for systems willing to expose explicit business capabilities. It builds a reliable API path instead of asking a model to click through an unknown interface.
- The goal is arbitrary browser clicking
- No server-side capability will be exposed or adapted
- A database or universal admin credential would be handed to a model
Organize agents around business outcomes, not chat features
Connect the corresponding business APIs and identities to build these workflows. Available actions follow the capabilities and permissions you configure.
Commerce and order operations
“Check this order and create an after-sales ticket when it is eligible.”
Connect order lookup, ticket creation, status updates, or refund requests in one task.
Customer, employee, and business records
“Find this employee and update the phone field I am allowed to edit.”
Find records under the current identity and change only explicitly exposed fields.
Inventory, catalog, and replenishment
“Find low-stock items and create a replenishment draft without placing an order.”
Combine authorized lookup, filtering, and draft creation.
Support tickets and internal workflows
“Assign unresolved tickets to the duty manager and mark them in progress.”
Coordinate lookup, assignment, state update, and result reporting.
Refunds, deletion, and sensitive operations
“Request a refund and report the outcome after approval.”
Freeze the operation and arguments, then resume the approved original call.
Reuse one capability layer across agents
“Our web assistant, local agent, and automation flow all need the same backend.”
Reuse routes, knowledge, capabilities, and audit records across entry points.
Bring capabilities to where users already work
Choose an integration based on where users work, how identity is established, and where orchestration runs.
Embedded assistant
Reuse the page context and existing login inside the familiar back office.
Agent Client
Authorize business identity in the browser and keep planning local.
Client API / MCP
Reuse the flow while keeping unified jobs, approvals, and audit.
Deliver agent capabilities without rebuilding the customer system
BailingHub is designed for software vendors, integrators, and ISVs that already own a product and service layer. You select the actions worth exposing while existing tenant, role, field, and business checks stay in force; the Hub provides shared governance and traceability.
SaaS, commerce, CRM, and ERP vendors
Add an embedded assistant or Agent Client authorization entry while customers retain their own accounts and data boundaries; deploy Core separately for each independent customer or management domain.
Private deployment and integration teams
Deploy for one organization or management domain, connect one verifiable read and write, then expand the capability surface deliberately.
Vertical application and adapter developers
Package declaration, signature verification, and invocation as an adapter that can evolve with the business product.
A four-step minimum delivery path
- 01
Choose one real business loop
Start with a verifiable read and a reversible write, including subject, tenant, data scope, and expected outcome.
- 02
Connect the existing service layer
Use a business SDK, ACC declaration, or thin adapter with explicit operation IDs while reusing original services and permission checks.
- 03
Check results and execution records
Match trusted identity, projected scope, approval, idempotency, the native business record, and the BailingHub trace to one action.
- 04
Package the customer delivery
Keep Hub URLs, routes, credentials, and authorization entry points in deployment configuration, then manage upgrades, revocation, and operations per environment.
Start with one read and one reversible write
Verify identity, capability discovery, business result, and trace before expanding the surface.