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The AI ROI Worksheet: A Model to Measure Software Delivery and Production Operations

Most engineering leaders do not need a perfect financial model on the first attempt. What they need is a model credible enough to support a real conversation with finance, procurement, and executive leadership.

This worksheet makes that process straightforward. Work through the four steps below using your organization's actual numbers. A completed example follows each step.

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Establish your operational baseline

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Estimate realistic workflow improvements

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Calculate engineering capacity returned

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Add the investment side and calculate ROI

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