Know what AI is doing in the enterprise — and who is accountable.
CEOBAL provides a governance architecture for AI initiatives: use-case inventory, ownership, data exposure, human oversight, decision records, review cadence and value evidence. It is an executive governance layer, not a claim of legal compliance or automated risk certification.
Every material AI initiative should have an accountable record.
The secure Workspace adds a structured register for internal visibility. It does not store model credentials or API secrets.
Business purpose
What decision, workflow, customer outcome or capability is the AI system intended to change?
Executive owner
Who owns the business outcome, and who has authority to pause or change the system?
Data categories
What classes of data are involved, and which require specialist privacy/security review?
Human oversight
Where must a human review, approve, override or monitor automated output?
Risk & review
Use an internal risk tier, next review date, controls and unresolved issues without misrepresenting it as a legal classification.
Value evidence
Link the initiative to operational outcomes and evidence rather than relying on adoption counts alone.
Questions the board and CEO should be able to answer.
Where is AI currently used?
Maintain a portfolio view across functions, vendors, internal builds and material experiments. Shadow or unsponsored use should be surfaced through policy, enablement and appropriate monitoring rather than ignored.
Which systems can materially affect people, money, customers or regulated decisions?
Prioritise governance effort around impact and exposure. Higher-consequence uses warrant stronger review, testing, human oversight and escalation.
Can we demonstrate value?
Connect each strategic initiative to a measurable outcome, baseline and review cadence. Activity is not the same as business value.
Can we stop or override it?
Document decision rights, fallbacks, accountable owners and human override requirements before critical workflows depend on the system.
Maintain the internal AI portfolio inside CEOBAL Workspace.
The secure Workspace includes an AI governance register for authorised users.