Auto Dealership · weekly
Lender approvals and funding, by source
Drop in a finance-application export; get back approval rate and amount financed by lender.
Drop in
finance applications (JSON or CSV)
Required columns
deal_idlenderstatusamount_financed_usd
Optional: min_deals (0 = all), period_label
Get back
- application_lines register
- by_lender summary
- overall_approval_rate_pct
- total_financed_usd
Sample outputs
overall_approval_rate_pct
total_financed_usd
by_lender
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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