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
Annual value of time recoveredLow to high assumed usable labor capacity
Annual capacity representedHours returned if assumptions hold
Year-one program costSeats for 12 months plus setup
Time to break evenPer active user, per week at these assumptions
Assumed low / middle / high cases start at 30 / 60 / 120 minutes saved per active user each week. Recovered-time value is labor capacity, not cash savings or revenue.
See cases and edit assumptions
| Case | Minutes / week | Hours / year | Recovered-time value | Year-one outcome |
|---|
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