- 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
These are patterns available after the corresponding capabilities are integrated, not built-in vertical products.
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
Entry points differ in identity and orchestration. Choose by workflow, not by platform logo.
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.
Start with one read and one reversible write
Verify identity, capability discovery, business result, and trace before expanding the surface.