SAAF Ethical Go/No-Go Gate
- Aug 4, 2025
- 2 min read
Time to Complete: 20–30 minutes per use case
Purpose: Determine whether an AI capability is ethically sound and safe to scale. Validates alignment with responsible AI principles, legal requirements, and governance expectations.
Why Use This?
Even if an AI pilot delivered business value, it should not scale if it introduces unacceptable bias, privacy risk, lack of oversight, or ethical ambiguity. This Go/No-Go Gate brings stakeholders together to assess those risks and establish clear accountability.
Section 1: Use Case Snapshot
Use Case Title ____________________________________________
AI Functionality ☐ AI Chat ☐ AI Agent ☐ Search ☐ Summarization ☐ Other: ______
Pilot Duration | From ________________ to ________________
Governance Reviewer(s) ____________________________________________
Decision Date ________________
Section 2: Ethics Readiness Checklist
For each category, indicate the status and add notes where needed.
Category | Status | Notes / Evidence |
Bias Audit Completed | ☐ Yes ☐ Partial ☐ No | (Include checklist link or summary) |
Transparency Achieved | ☐ Yes ☐ Partial ☐ No | Can users tell this is AI-generated? |
Human Oversight In Place | ☐ Yes ☐ Partial ☐ No | Clear review points and human accountability? |
Sensitive Data Handled Safely | ☐ Yes ☐ Partial ☐ No | PII or regulated data reviewed and protected? |
Misuse Risk Evaluated | ☐ Yes ☐ Partial ☐ No | Escalation paths or misuse scenarios documented? |
User Trust Impacts Reviewed | ☐ Yes ☐ Partial ☐ No | End user feedback and confidence measured? |
Ethical Review Team Engaged | ☐ Yes ☐ Partial ☐ No | Governance board or ethics lead consulted? |
Section 3: Risk Summary
Remaining Risk Areas (if any): |
Mitigation Plan or Safeguards: |
Is this AI capability safe for scaled deployment?
☐ Yes, with no changes
☐ Yes, with minor improvements
☐ Not yet—improvements required
☐ No—significant ethical risk
Section 4: Stakeholder Sign-Off
Name | Role | Approval (✔/✘) | Comments |
Executive Sponsor | |||
Ethics / Governance Lead | |||
Legal / Compliance | |||
Product Owner |
Final Go/No-Go Decision
Recommended Action:
☐ GO – Proceed to scale
☐ GO with conditions – Minor improvements required
☐ NO GO – Redesign or pause deployment
Decision Notes:
Storage & Documentation
Attach to use case record in Jira / Confluence
Store under AI Governance Documentation Hub
Link to prior:
AI Adoption Charter
Risk Pre-Assessment
Bias Audit Checklist
Business Value Scorecard


Comments