The decision this page helps clarify
For Nigerian operations teams deciding how to remove manual coordination from a specific business process.
01
Expose the process people are currently holding together
The visible task is rarely the whole workflow. Manual rescue often sits in handoffs, missing information, approvals, exceptions and reconciliation.
- Trace the work from trigger to completed outcome.
- Make state, ownership and handoffs visible.
- Identify where teams re-enter information, chase progress or rebuild context.
- Document exception and recovery paths, not only the happy path.
02
Decide what should actually be automated
Not every step deserves automation and not every decision should be delegated.
- Automate stable repeatable movement where the inputs and authority are clear.
- Keep consequential judgement human where uncertainty or impact requires it.
- Use deterministic rules when a model would add unnecessary uncertainty.
- Define how failed, duplicate or ambiguous events are detected and reconciled.
03
Measure whether the process became better
A faster task is not enough if the workflow still depends on hidden rescue or produces worse exceptions.
- Measure cycle movement, failure, exception and recovery effort.
- Track the operating outcome the process exists to produce.
- Compare remaining human work with the work that was genuinely removed.
- Use the evidence to decide whether the next automation increment has been earned.