Short answer
Do not automate a decision when you cannot explain its criteria, repair an error or identify who owns the outcome. The greater the effect on a person, contract or money, the clearer human validation must be.
What to observe
A solution can support sensitive work without owning the decision. It can collect information, check fields, compare options and flag risk. The line is crossed when it moves from preparing to committing: dismissing someone, approving credit, closing terms, publishing claims or acting without review.
An error could harm rights, reputation or a key relationship.
The decision depends on context that is not recorded.
Nobody can explain or contest the result.
A concrete example
In a complaint process, technology can organise history and suggest answers based on approved policies. A person keeps the emotional reading, chooses compensation and owns the final communication.
How to move safely
- Classify decisions by impact and reversibility.
- Name a human owner for every sensitive case.
- Record sources, changes and approvals.
Test your process
Tick what happens today. The result changes as you answer.
There is not enough evidence to automate yet. Observe the process for a few days and record volume, exceptions and time spent.
Frequently asked questions
Does human validation remove the benefit?
No, if the case arrives organised. The person stops searching and copying and focuses only on the decision.
How do we avoid rubber-stamp approval?
Show sources, highlight what changed and require a deliberate action for higher-impact cases.