The autonomous CFO is not a dashboard
An AI CFO is not a chart that answers questions. It is a closed control loop that notices drift, decides what to do about it, and shows its reasoning.
- AI CFO
- control loops
- agentic AI
Blog
Notes from building a sovereign AI CFO: control loops, local models, the EU AI Act, OSINT for finance teams and the end of the month-end close.
What the EU AI Act actually asks of a finance model
Most controlling models are not high-risk under the EU AI Act — but the documentation, logging and human-oversight habits it expects are worth adopting anyway.
- EU AI Act
- governance
- controlling
Why financial data should never leave the building
Sending ledger lines to a hosted model is a business decision, not a technical one. What running controlling models on your own hardware actually costs and buys.
- local LLM
- data sovereignty
- controlling
OSINT for CFOs: reading the market before it reaches the order book
Your forecast is built from internal history. The disruptions that break it are visible outside the company first — in public sources, weeks earlier.
- OSINT
- forecasting
- risk
From month-end close to continuous close
The monthly close is a batch process inherited from paper. What replaces it is not a faster close — it is a control loop that never stops running.
- continuous close
- cybernetics
- process