The problem
Why this stage matters
Governance introduced after deployment becomes a repair exercise. Teams need responsible-use expectations and operational boundaries while capability is still developing.
AI Enablement Journey · 05 Govern
Build responsibility into AI adoption before scale
Govern asks who owns AI-supported work, what information may be used, what requires review and where human judgment must remain decisive.
Heptagon7 sides
Stage 05 · Heptagon
Build ownership, oversight and safeguards before AI scales.
Start with your most urgent risk, policy or accountability gap.
Stage goalA useful governance stage makes responsibility and oversight visible without pretending that policy documents alone control AI-supported work.
Expected evidence
- Named responsibility
- Privacy choice
- Required human review
The intended outcome
What useful progress looks like
A useful governance stage makes responsibility and oversight visible without pretending that policy documents alone control AI-supported work.
What AISFY supports
Current support, stated precisely
AISFY separates current records from developing organization-scale capabilities.
What AISFY supports now
Current operational controls include role and ownership checks, selected approvals, privacy choices and selected audit logs.
What AISFY supports now
Individuals receive a responsible-use signal through the available governance assessment.
What AISFY supports now
Program, organization and ecosystem actions use authorization checks in the pilot candidate.
Evidence of progress
What this stage can leave behind
A record is useful when it helps someone understand what happened, what changed or what should happen next.
01
Named responsibility
02
Privacy choice
03
Required human review
04
Available approval or audit record
Current boundary
What this page does not claim
Kept explicitly out of scope
Formal AI-work risk classification, controls, reviewer assignment and escalation records are not completely implemented.
Kept explicitly out of scope
AISFY must not be described as a complete organization-wide AI governance engine.
Who this helps
Follow the pathway for your role
FAQ
Questions about Govern
Does AISFY replace an organization's AI policy?
No. AISFY can support operational permissions, privacy choices and selected approvals. Formal organization policy and complete AI-work governance remain broader responsibilities.
How does AI Policing AI relate to this stage?
AI Policing AI is an independent practitioner community for governance discussion. AISFY OS is the product and enablement journey.
Stage 05 · Govern
Discuss governance enablement
Begin with the records the current journey supports, keep unavailable outcomes visible, and build the next step from what you can genuinely observe.
Build ownership, oversight and safeguards before AI scales.
Start with your most urgent risk, policy or accountability gap.