01 / The business decision
Start with the operating question, not the feature list.
How matching logic, source quality, tolerances, exceptions and review design turn reconciliation into a repeatable operating process.
Technology becomes useful when the organization can explain what must change in the work itself: who owns a decision, what information is authoritative, which exception requires review, and how the result will be accepted. Without that clarity, a technically correct implementation can still make the wrong process faster.
02 / Questions to answer
Three questions that expose readiness.
What defines a confident match?
Which variances require escalation?
How is evidence retained?
The answer should be specific enough that business owners, implementation teams and reviewers interpret it in the same way. Record assumptions and unresolved exceptions before they turn into configuration decisions.
03 / A practical sequence
Move from process clarity to controlled implementation.
- Diagnose. Observe the current workflow, including informal workarounds and duplicate effort.
- Map. Make ownership, inputs, outputs, controls and exceptions visible.
- Redesign. Remove work that does not serve a clear operating or control purpose.
- Implement and test. Configure the system against realistic end-to-end scenarios and expected results.
- Measure. Use operational and financial signals to improve the process after launch.
Key takeaway
The goal is not to eliminate review; it is to concentrate human attention on genuine exceptions.