11/04/2026
“IT is handling AI” is not an AI governance strategy. It is a handoff.
CIO Dive reports that organizations are bringing AI, privacy and security governance closer together because the risks overlap. Its coverage also highlights a familiar problem: coordination can become “death by committee.”
Smaller businesses should borrow the principle, not the bureaucracy.
You probably do not need another committee. You do need a named business owner who can explain why an AI tool is being used, what information it receives and what decisions it is allowed to influence.
IT can configure access. It should not be left to decide whether uploading a client document is acceptable under your contracts.
An employee can review an AI-generated recommendation. That does not mean the employee has the expertise, time or authority to challenge it.
And a vendor can describe its safeguards. That does not settle whether the tool belongs in your workflow.
Those are business decisions, supported by technical and legal advice where needed.
For an SMB, I would start with one accountable sponsor and a short approval process that brings the relevant people into the same conversation.
Governance should make responsibility visible, not spread it so widely that nobody owns the outcome.
If your AI tool produces a costly mistake tomorrow, can you name the person responsible for the decision to use it today?