Most of our work to date has been with manufacturers. We understand the purchasing run, the quoting desk, and the plant floor, and we build systems that fit the way that work is already done.
A founder-led manufacturer building 20,000 to 30,000 parts a month was checking its vendor invoices by hand. The system we built reads every invoice, checks each line against the agreed price, and tracks part prices over time. It is in production today.
Read the case study$476,643.12
Overbilling and price increases, recomputed from the live system through September 2026.
It is remarkably consistent from one operation to the next. These are the areas where our systems tend to pay.
You are in the business of making parts, not running software.
Much of what is sold to manufacturers as AI is another platform to log into and learn. We take the opposite approach. Each system addresses one measurable cost, connects to the ERP and spreadsheets you already use, and leaves the final decision with your people.
Six questions give you a rough estimate in about ninety seconds. If the number warrants it, send six months of invoices from five vendors and we return the actual figure within ten days, at no charge.
Start the Invoice AuditA discovery call is a short conversation about your business and where AI could make a measurable difference. If there is a fit, we follow with a written proposal.