One finance workflow, on the $8,000 Quick Win Sprint
Invoice matching in a finance team: one clerk spends most of each afternoon reconciling supplier invoices against purchase orders.
Assumptions
- 15 hours a week at a loaded $45/hr
- AI Quick Win Sprint, $8,000 fixed
- $250/mo of model usage, run by your own team (the Sprint includes 30 days of light support)
- 2 months to full adoption
The math
A small workflow pays back on a small build because the running cost is low. Put the same workflow on a $3,000-a-month managed service and it never pays back: the monthly saving is under $1,800.

