AI Value Realization Plan
A benefits-tracking worksheet that connects an AI workflow to an approved baseline, accountable owner, and leadership review.
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The exact sections inside the download.
Measure the change
Which outcome, quality guardrail, and cost or capacity signal will show whether value was created?
Test the claim
What comparison, sample, or counterfactual makes the result credible enough to act on?
Assign the decision
Who reviews the evidence, when, and what will trigger scale, revision, or retirement?
Value evidence
Summarize the baseline, observed change, confidence, and caveats.
Leadership decision
Record whether to scale, maintain, revise, or stop the workflow.
Next measurement
Name the owner, evidence source, and date for the next review.
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Frame the decision
Name the real operating need before designing a solution.
State the operational or customer outcome expected from the workflow.
Record the current measure, period, source, and known limitations.
Name the role accountable for validating the result.
How to use it
Start with one real decision.
Complete the canvas with the workflow owner, then use the blank areas to expose missing context and controls.