For manufacturers, fabricators and machine shops

Get paid for the parts you've already made.

AI companies are paying manufacturers for years of engineering changes, quality reports, RFQs and supplier email. We check if yours qualify, introduce you to the right buyer and stay with you until you're paid.

Two minutes. No access to your systems. Nothing upfront.

CS
The requestCustomer needs 2,000 more brackets by the 30th. Can line 3 run them?
QE
The discussionLine 3 is free Thursday. The last lot drifted on hole position, so QC wants a first-article check.
OM
The decisionRun Thursday, add the first-article inspection and expedite the bar stock.
CS
The outcomeShipped on the 28th. Zero rejects.
Years of threads like this are what AI buyers pay for$155K–$1.65M
$155K–$1.65MTypical range for manufacturing companies
≈ 5 hoursOf your time, start to finish
8–16 weeksFrom first call to payment
$0 upfrontYou only pay if a deal completes
How much is possible

What manufacturing companies like yours can earn.

It depends mostly on how many office, engineering and planning staff you have, and how many years of records you keep.

30–49 staff$155K–$635K
50–99 staff$195K–$890K
100–249 staff$340K–$1.1M
250+ staff$510K–$1.65M

Our market estimate for a US company with 8–12 years on its tools, built from three buyers' published pricing. Staff means office, engineering and planning staff. Not an offer: the buyer sets the price after review.

Recent deals

Industrial distribution$1.2M

Communications, product knowledge, order history and supplier records.

Engineering firm · 70 people$450K

CAD drawings, calculations, technical reports and specs.

Third-party logistics$500K

Dispatch, customer messages, SOPs and logistics workflows.

As published in 2026 by the firms that did each deal. No manufacturer has published one yet; these are the closest. Not independently verified.

What's valuable, and why

What buyers pay for in manufacturing

AI has read the textbooks. It has never seen how a real plant handles a bad lot or a rush order.

Engineering changes and drawings

How a design change moves from request to production without breaking anything downstream.

Lives inPLM or PDM, CAD vault, email

Quality reports: NCRs and CAPAs

How defects are found, traced to a root cause and fixed for good.

Lives inQMS, ERP, email

Production planning and scheduling

How orders, capacity, labour and materials get juggled every day.

Lives inERP, MES, Teams or Slack

RFQs, quotes and supplier email

How parts get priced, sourced and expedited when a supplier slips.

Lives inEmail, ERP, CRM

What actually leaves your company

Your clients and team are never named.

Before anything is delivered, an independent firm swaps every name, contact detail, address and reference number for a consistent placeholder. The work stays readable. The people in it don't.

Original · stays with you
From: Raj Patel (quality engineer)
To: Delmont Aerospace, attn Karen Holt
Re: NCR-2291, part BRK-118 rev C, lot 4471

37 of 500 out of tolerance on hole position (+0.15mm). Root cause: worn fixture on line 3. Fixture replaced; 100% inspection on the next two lots.

De-identified copy · licensed
From: [QE_02] (quality engineer)
To: [Customer_12], attn [Contact_44]
Re: NCR-[NCR_ID], part [PART_ID] rev C, lot [LOT]

37 of 500 out of tolerance on hole position (+0.15mm). Root cause: worn fixture on line 3. Fixture replaced; 100% inspection on the next two lots.

Illustrations; all names are made up. Before you sign anything, you see the method and a de-identified sample of your own records.

$0
Fees

Nothing upfront. You only pay if a deal completes.

Our success fee is agreed privately, in writing and under a mutual NDA, before we introduce you to anyone. No deal, no fee.

How it works

Four steps. About five hours of your time.

Check if you qualify

2 minutes

Talk to us

20 minutes

Meet the buyer

1 call

Sign and get paid

8–16 weeks
Who it's for

Manufacturing companies with years of decisions in writing.

  • 30+ office, engineering and planning staff, now or at your peak
  • 3+ years on the same email and ERP
  • Changes and problems handled in writing: email, ECOs, NCRs, tickets
  • Customer drawings under NDA and export-controlled data can be left out
  • US or UK, mostly in English

Line and warehouse workers don't count toward size, and don't need to. Operating, winding down or closed: all can qualify.

FAQ

Questions owners ask us

What about customer drawings under NDA?

Left out by default. Only records your company owns and is free to license are included, and you approve the scope in writing.

We handle ITAR or export-controlled work. Can we still qualify?

Often, yes. Export-controlled data is excluded entirely, and the rest of your operational record can still qualify. We check this on the first call.

Do line workers count toward the 30 staff?

No. Buyers count office, engineering, quality, planning and admin staff.

What does it cost?

Nothing upfront. If a deal completes, you pay our success fee, agreed in writing under a mutual NDA before any introduction. No deal, no fee.

Find out in two minutes if your records qualify.

Check if you qualify

Or email hello@joinresidual.com.