AI Gate
AI systems compress decision-making. They remove the visible pause between intention and deployment, and diffuse responsibility across models, vendors, and teams. Decision Gate is mandatory before deploying any AI system whose decisions carry significant consequences.
Responsibility cannot be delegated to a model, a vendor, or a system.
Pre-deployment questions
Before deploying any AI system, every team must be able to answer all of the following with specificity. If any item cannot be answered clearly, deployment must not proceed.
| # | Question |
|---|---|
01 | Why are we using AI here, and not a simpler approach? |
02 | What decisions does this AI system make on behalf of users? |
03 | Is the AI's decision visible and explainable to the person it affects? |
04 | Can the outcome be corrected if the AI is wrong or biased? |
05 | Who — by name — is responsible when this AI causes harm? |
06 | Has the system been tested against adversarial and edge inputs? |
07 | Is there a human override at every critical decision point? |
Pre-deployment checklist
There must be a named individual who accepts accountability for every significant outcome this AI system produces. Not a team. Not a vendor. One person.
If the AI makes a decision that cannot be corrected, compensated, or appealed, this risk must be explicitly evaluated and accepted at the gate.
If the AI makes a decision about a person and that person cannot see or understand it, explicit ethical justification must be documented before deployment.
At every critical decision point, a human must be able to intervene, override, or stop the AI. This path must be tested, documented, and accessible.
The system must be tested against edge cases, adversarial inputs, and demographic subgroups. Results must be documented before deployment.
Data provenance, known biases, and exclusions must be documented and accessible to the decision team.
If the AI is likely to expand beyond its original scope, governance must be established before deployment — not after expansion has already occurred.
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