02 / AI and Automation

An AI layer, with clear boundaries

An AI layer for an asset-lifecycle platform is in progress. The evaluation has to be as concrete as the proposed feature.

The proposed boundary

An assistant can help a reviewer find relevant evidence. It should not gain authority to change an asset record simply because it can produce a convincing explanation. Application permissions, human approval and traceable sources need separate tests.

A planning check, not a certification

The checklist below is an illustrative planning aid. Selecting every item does not establish production readiness; each item still needs evidence and an accountable reviewer.

Illustrative example, not an employer system

Pilot preparation checklist

0 of 5 planning items selected.

Read: Give an AI pilot a decision boundary