AI Transformation ROI
Before AI can act on the work, the work needs requirements, decision rights and evidence. Your team learns to define them.
Finance and strategy now ask each initiative to show the operating change it produced before more capital is released. A pilot that works technically, on a flow that runs as before, has nothing to show.42% of companies abandoned most of their AI initiatives in 2025, up from 17% a year earlier.S&P Global Market Intelligence, 2025
A pilot can succeed without a return
The model performs. Users like it. Usage grows. The business case still does not materialize, because the return was never going to come from the model. It comes from a defined piece of business work running differently, measured against how it ran before.
What your team can do after training.
Foundation teaches the method on the Meridian case, with each area applying it to its own work. Practitioner Intensive applies it to one live transformation.
In the Practitioner Intensive, the cohort works your own AI initiative. Its outputs state the operating change the next funding request rests on.
Outcome: Ask for the next tranche with the operating change stated and the open financial questions named. Learned through the Meridian case in Foundation; applied to one live transformation in the Practitioner Intensive.
GSDPI™ asks that of the business work, not of the model. The return is judged where completion and value are proven.
Does GSDPI™ calculate the return?
No. GSDPI™ reads how the business work runs and shows where the AI changed it. The financial claim is a separate task: baseline, observed change, attribution, full cost and validation.
Where does ZBTOS teach this?
The Foundation Course teaches a cohort to read a bounded operation on a shared case. The Practitioner Intensive applies it to one of your live initiatives, including the evidence behind its value claim.
