intermediate / 50 minutes

AI Business Process Review Workflow

Examine timings, queues, rework and handoffs without treating an AI guess as the cause of a process problem.

Result: A process review with observed delays, bottleneck hypotheses, validation questions and one bounded improvement test.

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5 steps to a reviewable draft

  1. 01

    Reconstruct the current process

    Record the trigger, steps, queues, handoffs, exceptions and finish condition from recent work.

    Result: A current-state map based on what people actually did.

  2. 02

    Add operating evidence

    Attach available wait times, rework counts, missed handoffs and examples where the process worked normally.

    Result: A small evidence set that separates common friction from one-off incidents.

  3. 03

    Generate testable hypotheses

    Ask for possible bottlenecks and the evidence needed to confirm or reject each one.

    Result: A shortlist of causes that can be checked rather than accepted on sight.

    Your prompt

    Review this business process: {{process}}. Recent examples and timings: {{evidence}}. Exceptions and rework: {{exceptions}}. Owner constraints: {{constraints}}. Return observed friction, up to four bottleneck hypotheses, the evidence for and against each, validation questions and one small reversible test. Label every unconfirmed cause [HYPOTHESIS]. Do not claim causation, savings, capacity gains or employee performance without supplied evidence.
    Example input

    Invoice approval takes 2-8 days. Three recent invoices waited for missing purchase details; two waited for owner approval.

    Example output

    [HYPOTHESIS] Intake fields cause avoidable rework. Test: require purchase details on the next ten requests and compare missing-field returns.

  4. 04

    Review with the people doing the work

    Ask operators which observations are wrong, what the data missed and what a proposed test might disrupt.

    Result: One accepted hypothesis and safe test boundary.

  5. 05

    Record the test

    Name the owner, baseline, change, review date and rollback condition before altering the process.

    Result: A process experiment with a result the team can compare.

What a finished draft should contain

A ten-request intake test that checks whether missing purchase details cause invoice rework without changing approval authority.

What this process cannot decide

  • Small samples can mislead
  • AI cannot observe unrecorded work
  • Employment and compliance decisions need qualified human review.

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