04AI STRATEGY GUIDE
Experiment and validation
Design a bounded test that can disprove the value hypothesis before production investment.
The decision
What is the smallest safe experiment that can change the decision?
Questions to answer
- 01What baseline and hypothesis will the experiment test?
- 02Which users, data and workflow boundary are included?
- 03What acceptance criteria, cost ceiling and stop rules apply?
Useful output
- An AI experiment blueprint
- A measurement plan with baseline and review date
- A pre-agreed continue, change or stop decision