Decision ownership
Who owns the recommendation, disposition, and stop authority.
AI Governance Consulting for Evidence-First Operations
AI governance should not begin after automation breaks trust.
BBI Edge helps organizations design governance around the decision, the evidence, the risk, the human-review boundary, and the next action.
What AI governance means in BBI Edge
Governance is not just policy. It is how AI decisions are controlled, reviewed, documented, escalated, and improved in real operations.
Governance dimensions
Evidence requirements
What data and context must exist before action.
Risk classification
What uncertainty or exposure remains.
Human review gates
Where a person must approve, stop, or escalate.
Escalation rules
What happens when exceptions or conflicts appear.
Documentation and audit trail
What must be reconstructable later under pressure.
Model / output review boundaries
What AI may draft, and what humans must confirm.
Operational change control
How governed automation enters and evolves in the workflow.
Common governance gaps
- Unclear decision rights
- No evidence trail
- No owner for exceptions
- AI output used without review
- Lack of documentation
- Tool-first deployment
- No escalation path
- Untested workflow assumptions
BBI governance pattern
Decision → Evidence → Risk → Human Review → Next Action
This pattern keeps governance tied to operating reality instead of abstract policy decks.
What BBI may deliver
Proof-safe deliverables — not legal compliance, certification, or regulatory approval:
- Governance readiness summary
- Decision ownership map
- Human-review gate recommendations
- Risk and evidence checklist
- Documentation architecture
- Executive brief
- Implementation path options
Related paths
FAQ
What is AI governance consulting?
It is advisory work that designs how AI decisions are owned, evidenced, reviewed, documented, and escalated inside real operations.
When should a company create AI governance?
Before scaling automation, exposing AI output to customers or leadership, or using AI in high-trust workflows.
Is AI governance only for large enterprises?
No. Any team that needs trust before automation can benefit from clear ownership, evidence, and review gates.
How does governance relate to human review?
Human review is a control point inside governance — the place where a person can approve, stop, or escalate before action.
Does this replace legal or compliance review?
No. BBI helps design operating governance. Legal and compliance remain the owners of their respective reviews.
Can governance apply to ERP and operations workflows?
Yes. Governance is especially relevant where ERP, inventory, purchasing, QA, reporting, or exception workflows touch AI.
Bring one workflow.
BBI will help you decide what governance belongs around it.