Start with one workflow you can verify.
Define the handover, the people responsible and the result to measure. Then establish the records, connections and controls needed to make that process usable.
A working process.
An expandable foundation.
The first phase should be specific enough to validate end to end. It also establishes reusable customer identities, source mappings, governance and recovery patterns for the work that follows.
Define the outcome
Start with a business process whose owner and result are clear. Document the trigger, handovers, recurring effort and exceptions before deciding what to automate.
- What starts the work?
- Who owns the outcome?
- Where does the process wait or repeat?
A process map with a named owner, scope and success measures.
Input to the next stage
Acceptance must include the exceptions.
Acceptance covers the complete business journey, including the places where connected systems can disagree or stop responding.
A changed invoice
Change the amount after review. The process must require the appropriate fresh approval before submission.
A missing source
Disconnect a system. Dependent information shows its state while unaffected work remains usable.
A restricted document
Revoke access. Subsequent search and AI retrieval must exclude the restricted material.
An uncertain result
Interrupt an external response. Reconcile the source outcome before repeating a material action.
Start with a process you can prove.
Describe the work, the people who own it and the outcome you want to improve. The first conversation should produce a clearer starting point.