Prepare for AI consulting
From AI project to operation: what must be handed over?
A handover should clarify sources, permissions, failure handling and future maintenance. A report or login is not an operating agreement. Agree who responds when something changes and what should be paused.
Understand the task
A small project may involve website, model, messaging and calendar providers. Product names without operations and responsibilities do not help the receiving team. Describe actions actually tested and clearly identify untested parts.
Prepare these inputs
- Source inventory with owners and approved change routes.
- Operations, permissions and test results without passwords.
- Contact, deputy and agreed maintenance scope.
A practical workflow
- Walk through one normal task with the recipient and have them identify the source and next action.
- Test a harmless failure or use documented evidence. Check that the recipient knows the manual fallback.
- Agree how changes, usage and provider failures are tracked. Do not put production secrets in the routine handover report.
Worked example, not a customer case
An illustrative example
Illustrative example: reception takes over a practical-answer workflow. The source owner demonstrates a correction, staff check a later answer and the deputy locates the pause procedure. Calendar changes are untested and remain outside the accepted operating scope.
Test failures and exceptions
| Test input | Expected outcome |
|---|---|
| Only the supplier knows how to pause the workflow. | Clarify customer access and responsibility before handover. |
| An integration is mentioned but not tested. | Mark it untested rather than active. |
Evaluate whether it helps
Check whether the recipient can find sources, owners and failure routes unaided. Agree appropriate initial follow-up without inventing a standard turnaround. Operating costs and responsibility should be separate from the one-off project.
Next step: Finish with a reviewed operating overview rather than merely a delivered report.
Sources and scope
Examples are editorial exercises using fictional information. They do not describe completed customer tests or activated integrations. The authority source below provides AI and data background rather than approval of the exercise.
Want to clarify your own workflow?
Bring one task and a non-sensitive example. Scope, price and timing are agreed individually before work. Reading a guide activates no customer messages or system actions.
Describe your task