Auto Components & Ancillary

Document and report extraction

Half the plant's real data never reaches a system. It sits in PDF invoices, emailed statements, paper GRNs and printed quality and inspection reports, re-keyed by hand or never captured, which is why the other data solutions run short of data to work on.

Who has it

Across all segments; heaviest for the Tier-2 and Tier-3 job-shops, who carry the document burden with the least staff, and the Tier-1 OEM suppliers, who carry the PPAP and quality records.

What we build

Read the data trapped in PDFs, scans, emails and printed reports (vendor invoices, GRNs, lab and inspection reports, drawing specs, settlement statements) into clean structured rows in the data layer.

What is automated, where AI helps, who signs off

Automation for the routine. A person on every decision that matters.

The reliable spine

The reliable spine is the pipeline that validates each extracted field against the source document and routes anything low-confidence to a human queue before it lands in the data layer.

Where AI helps

AI does the reading itself: pulling vendor invoices, GRNs, lab and inspection reports, drawing specs and settlement statements out of PDFs, scans and emails into structured rows; it never owns the number once it is read.

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

Documents become data automatically, feeding leak detection, reconciliation and dashboards instead of choking them; re-keying hours disappear. Often the quiet prerequisite that makes the rest of the pillar work. Illustrative; final numbers come from your own data.

Illustrative outcome

Documents become data automatically, feeding leak detection, reconciliation and dashboards instead of choking them; re-keying hours disappear. Often the quiet prerequisite that makes the rest of the pillar work. Illustrative; final numbers come from your own data.

Illustrative; final numbers come from your own data.

Path to the build

How this one gets built.

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.

Find the one build worth funding first.

A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.