For engineering leaders and enterprise sellers exploring whether an AI coding assistant is worth testing. Seven short questions; team size is optional. No savings estimate required.
Question 1 of 7
Illustrative answers · review each question
Your opportunity and pilot plan
Illustrative sample · not your organization’s answers
Assumed scenario · not measured savings
Business case to validate
The low, middle, and high cases assume 30, 60, and 120 minutes saved per active user per week by default. They are sensitivity examples, not outcomes inferred from your answers. Value means usable labor capacity, not cash savings or revenue.
See cases and edit assumptions
| Case | Minutes / week | Hours / year | Usable value | After costs |
|---|
Active users are paid seats × the assumed active share, rounded down. After-cost value = usable capacity value − year-one seat and setup costs. Seat price is an assumption, not a vendor quote.
Recommended first pilot
A four-week, bounded test
Before launch
The financial case is a scenario to test. Qualitative answers do not prove savings, quality gains, or permission to expand.