SaaS Revenue Operations · monthly/quarterly
NRR and GRR, board-ready, from one export
Drop in a cohort ARR export; get back NRR and GRR per cohort plus the blended company figures.
Drop in
cohort ARR data (JSON or CSV)
Required columns
cohortstarting_arr_usdexpansion_arr_usdcontraction_arr_usdchurned_arr_usd
Optional: min_starting_arr_usd (0 = all), period_label
Get back
- cohort_lines register
- overall_nrr_pct
- overall_grr_pct
Sample outputs
overall_nrr_pct
overall_grr_pct
cohort_lines
These fields appear in the XLSX/PDF artifact after a run on your own data.
How it runs
What every run guarantees
Deterministic
Byte-identical replay, 100% across 10,200+ controlled runs.
Fast
Compiled logic runs in seconds. Batches process at 25,000+ rows/sec.
Confirmed
A named human confirms the compiled logic once — the model is out of the loop on every run.
Auditable
Every artifact is SHA-256 content-addressed and hash-linked.
Usage-based
You pay per run, not per seat.
Output: XLSX / PDFTTV: 1 actionDeliverable (tier B)Inputs: 5
Run it on your file
10 free runs. No credit card. No setup. Drop in your export and get the register back in seconds.
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