A working demo is a start. A shared service needs someone who can maintain it. Make the work understandable beyond the one person who built it.
Who picks it up? Who maintains it?
In one practitioner discussion, someone described individual AI workflows in HR and asked what happens when the people who built them are away or leave. Working for its creator and being ready for a team are different tests.
1. Three responsibilities, not three new hires.
Business owner. Approves the purpose, the company guidance and how HR exceptions are handled.
Technical owner. Maintains the connections, configuration and monitoring, and the way to stop the service.
Backup. Can follow the instructions, run the checks and use the fallback when needed.
Practical check: One person may cover more than one role. Make the coverage explicit.
2. Write down what must be known.
A short service record answers four questions:
- Purpose and start
- What job does it do? What starts it?
- Inputs and access
- Which sources, accounts and permissions?
- Outputs and actions
- What can it answer, send or change?
- Checks and support
- How is it tested? Who handles failures?
Practical check: Keep credentials in approved secure storage, not in the record.
3. Guidance changes, and so must the checks.
Content. Identify who approves policy changes and who updates the source material.
Configuration. Record changes to the instructions, connections, permissions and the deployed version.
Retest. Repeat representative cases after a change, and check the experience employees actually get.
Practical check: Include ongoing cost and maintenance in the ownership plan.
4. A backup contact is not enough.
Inspect the dependencies. Identify the personal accounts and connections the workflow relies on today.
Plan with the administrator. Arrange approved ownership and connections that survive a normal staff handover.
Test the transition. Verify the replacement setup, and remove a departed person’s access through the normal process.
Practical check: Don’t share passwords or keep someone’s access just to keep it running.
5. Rehearse the absence.
Run a known case. Have the backup reproduce a useful result and repeat the agreed checks.
Try a failure. Use an unavailable source or a test error. Can they find the owner and stop the workflow?
Use the fallback. Complete the task through the agreed alternative, and record what needs fixing.
Practical check: A handover document is useful only if someone can follow it.
Make ownership part of the build.
Who approves changes? Who can fix it or stop it? Who handles the work if it fails? The first test is simple: ask someone else to follow the instructions.
Read more: AI in HR: What to Hand Over and What to Keep · From Prototype to Production: What Changes?