Auto Dealership · monthly

F&I income and commissions, computed

Drop in a deal export; get back F&I commission per deal, rolled up by F&I manager with totals.

Drop in

F&I deals (JSON or CSV)

Required columns
deal_idfi_managerfi_gross_usdcommission_rate_pct

Optional: min_fi_gross_usd (0 = all), period_label

Get back

  • deal_lines register
  • by_fi_manager summary
  • total_fi_gross_usd
  • total_commission_usd

F&I commission — computed from your data

Sample outputs
total_commission_usd
total_fi_gross_usd
by_fi_manager

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: 4

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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