AI Decision Center

Start with the decision before you start with the technology.

The DecisionFirst AI Decision Center is a practical way to pressure-test an AI idea before committing architecture, budget, data, or people to it.

1. Is there a specific business outcome and accountable owner? Yes Partly / unclear No

2. Can you measure the current baseline and define what improvement looks like? Yes Partly / unclear No

3. Is there a clear reason AI is needed instead of a simpler automation or process change? Yes Partly / unclear No

4. Do you know what data the system needs and whether you are permitted to use it? Yes Partly / unclear No

5. Have you defined the impact if the AI is wrong, unavailable, manipulated, or misused? Yes Partly / unclear No

6. Is the AI's authority bounded, including the systems, APIs, data, and actions it may access? Yes Partly / unclear No

7. Is human approval defined where the consequence of an error requires it? Yes Partly / unclear No

8. Can you observe, audit, interrupt, revoke access, and recover from unwanted AI actions? Yes Partly / unclear No

9. Do you have a way to measure cost against the business outcome after deployment? Yes Partly / unclear No

10. Can you change models, providers, or deployment patterns without unacceptable disruption? Yes Partly / unclear No

What to do with the result

Use the result to improve the next conversation. It is a decision aid, not an automated approval. Validate assumptions with the business owner, architecture, security, governance, legal, privacy, and other accountable teams appropriate to the use case.

Printable decision brief

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Business decision

Accountable owner / role (no personal names)

Baseline and measurable outcome

Role of AI

Risks and unresolved questions

Next evidence / validation step

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Independent publication. Content reflects the author’s personal views, not any employer’s views or endorsement. Educational only; not legal, security, financial, or professional advice. Do not submit confidential information to public tools.