Automotive Dealerships
The dealership is profitable on paper but quietly leaks rupees through hundreds of small mismatches nobody has time to catch: finance and insurance commission earned but never collected, OEM dealer-incentive and volume schemes under-claimed or short-paid, parts issued in the workshop but never billed, freight billed above the rate card, settlement deductions silently accepted. The leak is real money, in the dealer's own data, recoverable with a line-level trail. This is the dealership's single most provable first win.
Who has it
Across all segments; this is the firm's universal entry wedge. Finance, insurance and OEM scheme recovery for car, two-wheeler, tractor, commercial-vehicle and EV dealers; parts and settlement recovery for independent workshops and spare-parts counters.
What we build
A read-only sweep across the dealer's own deal records, payout statements, scheme claims, workshop job-cards and parts movement that surfaces money already lost or about to be, with a line-level trail, then a recurring sweep that keeps catching leaks each cycle. The three highest-yield, most-missed instances: F&I commission never collected, OEM scheme short-pay, and parts-issued-versus-billed.
What is automated, where AI helps, who signs off
The reliable spine
The reliable spine is non-AI: deal records, payout statements, scheme claims, job-cards and parts movement read into one place, with deterministic rules that compare what was earned against what was paid and produce a line-level recovery trail anyone can audit.
Where AI helps
AI helps read the messy payout and scheme statements and match a payment line to the deal it belongs to; the recovered figure, the claim and the decision to chase stay with a person, because the recovery has to be defensible to the financier or the OEM.
Who signs off
A named person signs off anything touching money, stock, a customer promise, a regulated filing, a payment, a price, a credit decision or a people decision.
What changes day to day
A quantified, line-level recovery report, then a recurring sweep. This is the safest and most provable first paid win for almost any dealership. Illustrative (car dealership: earned finance and insurance commission that had never been collected, recovered against the financiers' own payout statements). Illustrative; final numbers come from your own data.
Illustrative outcome
A quantified, line-level recovery report, then a recurring sweep. This is the safest and most provable first paid win for almost any dealership. Illustrative (car dealership: earned finance and insurance commission that had never been collected, recovered against the financiers' own payout statements). Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
Book a free 60-minute call, then a free Blueprint on the firm's own records. Deep-dive and build, followed by run and govern so the workflow keeps paying back.
Related builds
A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.