How do you turn time saved by AI into a dollar figure a CFO will accept?
To calculate a dollar figure a CFO will accept, multiply weekly hours saved by weeks per year and the employee's fully-loaded hourly labor cost. To make the number defensible, connect that recovered time to downstream business outcomes or establish a concrete counterfactual comparing current headcount costs and cycle times against the AI-augmented baseline.
The Core Calculation Formula
The basic arithmetic multiplies hours saved per week by the number of weeks in a year and the worker's fully-loaded hourly labor rate. For example, saving an accountant five hours a week at a $75 fully-loaded hourly rate yields $375 each week, or roughly $19,500 annually in value.
Source: How to Measure AI ROI: A Framework for Enterprise Leaders
Connecting Saved Hours to Downstream Outcomes
Time recovery is the most accessible AI metric because it is easy to measure and easy to understand, but it is also the most dangerous if it is not connected to downstream outcomes. Hours saved only create value if those hours are deployed productively.
Source: JP Morgan Spent $2B on AI. Here’s What They Measured.
Establishing a Defensible Counterfactual
A defensible business case requires measuring what the company would spend to complete the work without AI. Comparing actual headcount costs, error rates, and cycle times in the current state directly against the AI-augmented workflow converts efficiency claims into verified arithmetic.
Source: AI ROI EP. 4: ACT — From Approved Pilot to Enterprise-Wide Impact
Converting Time to Headcount-Equivalent Capacity
Olakai uses before-and-after measurement to convert the time AI saves into dollars and headcount-equivalent capacity a CFO can defend.
Source: Enterprise AI Use Cases: Measure ROI, Govern Risk, Control Costs
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