Establish the current estate
Identify the relevant AI systems, owners, suppliers, decisions and existing sources of truth.
For CFO & Finance
Know what AI costs—and require proof of what it returns.
Connect provider, token, infrastructure, supplier and programme cost to measurable outcomes, finance validation and comparable unit economics.
Operating capabilities
Give CFO & Finance the institutional controls behind the executive view.
01AI Cost Allocation
02Token Economics
03Value Contracts
04Business Outcome Registry
05Finance Validation
06Investment Office
What improves
Move from fragmented reporting to accountable institutional management.
01Transparent AI spend
02Comparable cost per outcome
03Validated value claims
04Better capital allocation
A practical starting point
Start with the operating questions that already exist.
Expose the control and evidence gaps
Map where material decisions, obligations, evidence and economics are fragmented or missing.
Stand up the institutional operating model
Deploy the Cybatar workflows and evidence model needed for accountable ongoing management.
For CFO & Finance
Book briefingBook an AI Economics Briefing
Bring the questions your executive team is already struggling to answer. We will map them to the AI estate and the operating controls required.