AI Decision Gate — Make responsible AI decisions before deployment
A simple decision checkpoint before AI impacts users, systems, and outcomes.
AI is deployed before decisions are made
Organizations increasingly use AI in products, services, and internal processes.
AI is introduced:
during feature development
through automation
as part of tooling and workflows
But in most cases, there is no clear moment where a decision is made:
Should we use AI here?
As a result:
risks are discovered too late
responsibility is unclear
unintended harm appears in production
AI Decision Gate introduces a missing step
AI Decision Gate creates a clear moment before deployment.
A team stops and evaluates the decision before AI is introduced.
It ensures that AI is not applied automatically, but consciously.
The four questions
Every AI-related decision must answer:
Intent
Why are we using AI in this case?
What value does it create?
Harm
What could go wrong?
Could this harm users or create unfair outcomes?
Visibility
Do users know AI is involved?
Can they question or challenge the result?
Reversibility
What happens if AI is wrong?
Can the outcome be corrected?
RULE
If any answer is unclear, the system is not ready.
Do not deploy AI.
Example -AI in hiring
Without Decision Gate:
AI rejects candidates automatically
bias may appear
no clear appeal process
With Decision Gate:
risks are identified early
process is adjusted
responsibility is defined
When to apply AI Decision Gate
Use before:
deploying AI features
automating decisions
integrating AI into workflows
allowing AI to influence users or outcomes
Based on Decision Gate
AI Decision Gate is an extension of the Decision Gate standard.
It applies the same principle:
Decisions must be conscious and owned before action begins.
👉 Link:
Read Decision Gate Standard
AI Decision Gate
AI DECISION GATE — v1.0
The Impact-First Decision Extension
Purpose
AI Decision Gate applies Decision Gate to situations where artificial intelligence influences outcomes, decisions, or user experience.
It ensures that AI is not deployed without a conscious and responsible decision.
When to Apply
Use AI Decision Gate before:
deploying AI features
automating decisions
integrating AI into workflows
allowing AI to influence users or systems
The Four Questions
Every AI-related decision must answer:
1. Intent
Why are we using AI in this case?
What real value does it create?
2. Harm
What could go wrong?
Could this harm users or create unfair outcomes?
3. Visibility
Do users know AI is involved?
Can they question or challenge the result?
4. Reversibility
What happens if AI is wrong?
Can the outcome be corrected?
Rule
If impact is unclear or cannot be controlled, do not deploy AI.
Example
AI automatically rejects job candidates.
Intent — efficiency
Harm — potential bias
Visibility — unclear
Reversibility — no appeal
Decision: STOP or redesign
Principle
AI does not create harm.
Unexamined decisions do.
