Not a napkin ROI. A task-level Monte Carlo of your close — uncertainty bands, sensitivity, and the capacity you free when the grind gets automated. Then measure it for real in a free Snapshot.
Task-level uncertainty, P10/P50/P90 close days, tornado sensitivity, and recoverable capacity — calibrated to your stated close length.
±20% on each task mean — swing on baseline median days.
Hours in the median close. Green share = automatable under this scenario.
Your close lands around 11.9 days in the median case (with a long right tail). Automating the grind — especially Account reconciliations and Flux & variance commentary — compresses the median to ~6.3 days, freeing about 5.6 days per close and ~$194,429/yr in loaded capacity. A free Snapshot replaces this simulation with your measured task list.
We'll carry your $194K lab estimate into either path — then replace the simulation with your measured close.
Prefer the broader team recovery model? Open the AI ROI calculator ›
The Snapshot maps your actual close tasks, automates one live on Claude, and hands you a measured figure — free, yours to keep.
How to read every figure: illustrative vs measured ›