Business Case
What Makes an AI Business Case CFO-Ready?
A CFO-ready AI business case connects investment, measurable outcomes, assumptions, risk, timing, and accountability in one decision framework.
Make the baseline explicit
Document the current process, cost, volume, cycle time, error rate, or revenue metric before estimating improvement.
Show the full investment
Separate one-time implementation costs from recurring operating costs.
Break benefits into categories
Hard savings, capacity creation, revenue opportunity, cost avoidance, and risk reduction should not be blended into one number.
Assign ownership
Each major benefit should have an operating metric and an accountable owner.
Address implementation risk
A CFO-ready case names the risks to adoption, data readiness, integration and change management instead of presenting the return as guaranteed.
Show the payback timeline
Pair the investment and benefit categories with a realistic payback period so finance can judge not just the size of the return but when it arrives.
Write the narrative finance can defend
Package the model, baseline, risks and ownership into a concise story that finance, operations and technology stakeholders can evaluate together without re-deriving the numbers themselves.