Visual workflows and automation
Make the process around AI explicit.
Connect the steps, decisions and actions that complete business work. Start workflows from supported events or schedules, preserve their progress and give unfinished work a clear path to resolution.
What execution controls do Bibha workflows provide?
Bibha supports backend automation with event triggers, schedules and conditional steps. Workflows can pause for approvals, retain task state, resume supported work and apply retries and timeouts. Duplicate-action protection, exception queues, verified completion and execution limits help define how the process handles repeated requests, interruptions and operating boundaries.
Run work without keeping a conversation open.
Some tasks begin with a person. Others begin when a business system changes or when regular processing is due. Backend automation lets the process run through its own steps without requiring someone to stay in a chat.
Backend automation
Run business tasks without requiring a live conversation. Connect the process to the operational work it needs to complete.
Event-triggered execution
Start a supported workflow when a defined business event occurs. Match the trigger to the event and system that should initiate the task.
Scheduled execution
Run selected work at agreed times. Use schedules for regular processing that has a clear owner and expected result.
Show how decisions change the path.
The next step may depend on information already collected, the current task state or a decision only an authorised person can make. A visual workflow makes those branches part of the process.
Conditional process steps
Follow different steps based on task state or business rules. Represent the operating procedure the workflow needs to follow.
Approval steps
Pause for an authorised decision before a sensitive action. Continue the process from the approval recorded for that task.
Preserve progress when work is interrupted.
A process can be partly complete when a connection slows down or execution is interrupted. Progress and retry rules help the system distinguish unfinished work from an entirely new task.
Task state and resumability
Retain progress through a multi-step process and resume supported work. Review the recovery behaviour for the actions and systems involved.
Retries and timeouts
Bound attempts when a dependency is slow or temporarily unavailable. Define how long the process should wait and when the task needs another response.
Treat a repeated request as a process concern.
Retrying a task should account for what has already happened. If the process sends a message or changes a record, repeated execution needs to recognise the completed action rather than simply start again.
Duplicate-action protection
Protect an already approved business action from repeated delivery. Apply duplicate handling to the actions the workflow performs, such as record changes or notifications.
Keep unfinished work visible and check completion.
An exception needs an owner and enough context for review. A completed task needs evidence that the expected result exists in the connected system. Both matter when AI is part of an operational process.
Exception work queue
Collect incomplete or failed tasks for review. Give operators a route to investigate and resolve work that has not reached its expected result.
Verified completion
Confirm that the expected change exists in the connected business system. Check the operational outcome before treating the task as complete.
Bound how far the process can run.
Execution needs limits as well as steps. The permitted duration, number of steps and spending boundary should match the task and its operating budget.
Execution limits
Limit task duration, steps and permitted spending. Keep the workflow within the agreed execution boundary.
Review the full path, including its exceptions.
An illustrative service workflow could receive a request, check an operational record, gather missing information, ask for approval and confirm the resulting update. Test the repeated request and unavailable connection as well as the successful path.
Bring the process, the systems it touches and the decisions that need human authority. We can define the steps and operating boundaries around the result you need.
Questions and answers
Yes. Backend automation runs business tasks without a live conversation. Supported event triggers and schedules can initiate work, and other software can use backend APIs as part of the operating setup.
Yes. Approval steps pause for an authorised decision before a sensitive action. Define which actions need approval and who has authority to decide as part of the workflow.
Retries and timeouts bound execution attempts, and task state supports recovery of supported interrupted work. Unresolved tasks can go to an exception work queue for review. The exact behaviour is defined for the connections and actions in the process.
Duplicate-action protection addresses repeated delivery of an approved business action. The workflow needs to account for actions already taken, particularly where a retry could otherwise repeat a message or record update.
Verified completion confirms that the expected change exists in the connected business system. That ties the completion state to the operational result, rather than relying only on a generated statement that the task succeeded.