1. Define the trigger and the decision
Start by naming the event that opens a request and the exact decision required. Avoid a broad label such as “management approval” when the reviewer is actually deciding whether a change can move into evaluation. Different stages may require different owners. Make the permitted next action explicit so that approval of a plan is not mistaken for permission to execute it.
- What event creates the request?
- What is included in the decision, and what remains outside it?
- Who owns the request until the next person accepts it?
2. Agree on the information reviewers need
Create a short review packet with the reason for the request, affected equipment or process, supporting evidence, proposed action, and known dependencies. Use required fields selectively; a completed form can still contain weak information. If AI prepares a summary, keep its draft status visible and let the requester check it against the original records before submitting.
- Can reviewers open the underlying evidence with their existing access?
- Are missing information, uncertainty, and attachments easy to see?
- Which changes to the request require a fresh review?
3. Separate routing assistance from authority
List the person or role responsible for each decision and who can cover an absence. AI may suggest a route based on the request’s details, but the workflow should apply the organization’s defined authority rules. Set a clear return-for-information path. Silence, a missed reminder, or an unavailable reviewer should not quietly become approval.
- Who can approve, reject, or request changes at each stage?
- When does a request escalate, and who receives it?
- How is a delegated decision recorded?
Illustrative example: a proposed inspection change
Imagine a fictional factory team requesting a change to an inspection step. The requester supplies the reason, affected products, current instruction, proposed revision, and open questions. AI drafts a summary and flags a missing attachment. The requester corrects the packet before sending it to the designated reviewer.
The reviewer sends it back for clarification rather than approving an incomplete proposal. When a revised request is accepted for evaluation, the record states that limited decision explicitly. Any later authorization to introduce the change follows the factory’s own review process. This is an example of workflow design, not a prescribed approval sequence or a customer result.
4. Design the exception path before launch
Walk through a rejected request, a changed scope, a duplicate submission, an absent reviewer, and an urgent case. Keep the exception owner and decision history visible. Notifications should describe the action needed and point to the current record. When a decision triggers follow-up work, confirm who receives it and how the requester learns the outcome.
- Record the decision, reviewer, time, request version, and rationale.
- Define who can reopen, cancel, or replace a request.
- Make urgent handling explicit within the organization’s procedures.
Test the handoffs, then widen the scope
Pilot one request type with its real reviewers. Include an incomplete submission and an exception in the walkthrough. Measure where requests wait, why they return, and whether participants understand the next action. Automate preparation and routing only where the rules are clear, and keep decisions traceable to the people authorized to make them.