Look at the evidence
Define the proposed automated choice.
Check source quality, freshness and ownership.
Specify the human review route for missing or conflicting evidence.
A case to think through
An automated scheduling suggestion uses capacity that has not been updated. The founder still intervenes because the information cannot be trusted.
This is a hypothetical operating example, not a client result.Avoid a misleading conclusion
An automated recommendation should not be treated as verified just because it was generated by a system.
Useful operating information has an understood definition, source, owner and freshness. Keep observations separate from assumptions and forecasts. A reporting view can support the management team, but it should not create a second manually maintained record or turn an unknown value into a reassuring zero.
Your evidence check
Bring supporting and contrary examples. A self-reported answer is a starting point; these notes do not calculate or validate a score.
| Prompt | Notes from your case |
|---|---|
| Decision | |
| input source | |
| freshness | |
| conflict | |
| human exception route |
Will AI remove founder dependency?
It may support suitable work. Authority, information, assurance and accountable ownership still need to be designed and tested.
See the wider pattern.
20 questions. An indicative, self-reported result with a five-dimension profile and an optional conversation.
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