Auto Components & Ancillary
The plant is profitable on paper but quietly leaks rupees through hundreds of small mismatches nobody has time to catch: price drift versus the rate contract, duplicate payments, missed volume rebates, freight billed under the rate card, under-recovered tooling cost. The leak is real money, in the client's own data, recoverable with evidence.
Who has it
Across all segments; this is the universal entry wedge every plant can start from.
What we build
A read-only sweep across the client's own POs, GRNs, invoices, rate cards and freight bills that surfaces money already lost or about to be, with a line-level trail, then a recurring sweep that keeps catching leaks each cycle. This is the read-only "find the money in your own data" Diagnostic demo.
What is automated, where AI helps, who signs off
The reliable spine
The reliable spine is the deterministic sweep: POs, GRNs, invoices, rate cards and freight bills matched line by line to surface price drift, duplicate payments, missed rebates, freight over the rate card and under-recovered tooling cost, each with an auditable trail.
Where AI helps
AI is limited to reading the source documents into structured rows and matching records that refer to the same transaction; the recovery figure stays a deterministic, evidence-backed number a person acts on.
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. Illustrative example: a forging supplier surfaced a meaningful recovered amount, traced to its own documents. 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. Illustrative example: a forging supplier surfaced a meaningful recovered amount, traced to its own documents. 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.