Built for the way a plant actually runs.
The recurring workflows that eat a manufacturer’s week are the same from shop to shop: the purchasing run, the quoting queue, the invoices, the numbers pulled by hand, the rework nobody tallies. This is the work the systems are built for, in the language of the people who do it.
The purchasing run
POs, packing slips, and vendor confirmations re-keyed into the ERP, dozens of times a week. Vendor invoices checked against the quote by hand, or not at all.
Read, keyed, and checked to the cent, every line against the agreed price, before anything is paid. A person reviews what is flagged.
Quoting
RFQs sit in an inbox until the estimator gets to them. Quotes go out in days, and nobody closes the loop on which ones won or why.
Incoming RFQs become priced, reviewed quotes in minutes, with a person approving before anything leaves. The wins and losses are tallied.
The numbers you run the shop on
Overtime, delivery status, quality escapes, scrap: pulled from three systems and a spreadsheet, a day late, stale on arrival.
One live screen, current the moment you look. Exceptions surfaced, owners chased, without anyone building the report.
Scrap and rework
Logged in a corrective action nobody reads twice. The same part, the same shift, the same defect, costing the next order.
Every ticket read for what keeps recurring, by part, by department, by shift, before it costs the next order.
Vendor formats
Clean PDFs from one supplier, text-layer PDFs from another, copier scans with no text at all from a third. Templates that break when a vendor changes its layout.
One system reads all of them, including scans, with no templates to maintain. A supplier is added or retired without a rebuild.
The paperwork tax
Certificates, compliance records, and customer packets assembled by hand from records that already exist somewhere else.
Drafted from the records the operation already keeps, checked by a person, sent.
What the company knows
In the heads of the people who have been there twenty years, and walking out the door with them.
Captured and put behind the tools your people already use, so the answer is there when the person who knew it is not.
You are in the business of making parts, not running software.
Most of what is sold to a plant as “AI” is a platform to log into and learn. These are the opposite: a system that attacks one number and disappears into the work.
- 01
It attacks a number that is already bleeding
Money lost to overbilling, hours lost to re-keying, orders lost to slow quotes. If it is not costing you every month, it is probably not a build.
- 02
It connects to what you have
The ERP stays. The spreadsheets that work stay. The system reads from them and writes back to them; nobody learns a new tool to get the benefit.
- 03
A person stays in the loop
Nothing commits without a check. The system does the reading and the matching; your people review what it flags and make the call.
Start with the workflow that costs you the most.
If it is supplier pricing, send six months of invoices and get the real number back in ten days. If it is something else, thirty minutes on the call says whether it is a build.