Executive summary
A method for finding out what an AI investment actually delivered, and what to do next.
What is inside
What the benefits review covers
The asset walks a review lead through assembling the benefits register, testing attribution, building the variance bridge, reviewing costs and leading measures, re-forecasting NPV, and running the review meeting. It includes a benefits register, a variance analysis template, and a review agenda, with a worked synthetic case.
- Collecting delivered costs and benefits against the approved case
- Separating attributable cash from reported savings
- Checks for volume effects, other initiatives, and double counting
- A variance bridge from planned to actual benefit