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AI Data Payout

Updated October 2026

Selling an engineering firm

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Engineering firms are bought for their backlog, their licensed engineers and their client relationships. Their archives hold years of design reasoning: calculations, revisions, RFI responses and the memos that explain a choice. Troveo publishes a guide to licensing engineering-firm data, and the broker Pewter says a 70-person engineering firm received $450K, a claim it has not had verified.1,2

Match my companyWhat is it worth?

Why engineering

Revisions with reasons attached

An engineering project produces a chain that is hard to find anywhere else: the initial design, the reviewer's markup, the revision, the response to a contractor's RFI and the calculation package that supports it. Bluebeam markups, CAD revisions and email threads link them. micro1 says it looks for well defined workflows that employees execute repeatedly; design review is one.3

Pewter lists engineering among its targets and names CAD, SOPs and email among the records it places. Troveo's engineering guide is its own material on the subject.4,5,1

Published claim

The one engineering figure

Pewter labels the $450K for a 70-person engineering firm a recent licensing payment through its licensing partner. It names no firm or buyer, and its market table says the figures are publishers' own statements, not independently verified. Read it as evidence that brokers are pitching engineering firms, not as a price for yours.2

The one engineering figure
FactValue and source
Engineering firm payment (Pewter's claim)

A 70-person engineering firm: $450K

Pewter labels it a recent licensing payment through its licensing partner. It names no company or buyer, and says the figures in its market table are not independently verified.

[2] Pewter · company's own claim ·

Engineering firms

Publishes a guide to licensing engineering-firm data

[1] Troveo, engineering firm data licensing · company's own claim ·

US engineering firms (NAICS 541330)

11,524 with 10+ employees; 4,987 with 30+

[6] US Census Bureau, Statistics of US Businesses 2022 ·

Size

Firms large enough to qualify

The Census counts 11,524 US engineering firms with 10+ employees and 4,987 with 30+, a large pool above the 20-30+ floors most buyers set. Pewter, Nyne and Cognor ask for 20+, micro1 for 30+, and Troveo states no minimum.6,7,8,9,10,11

Client designs

Whose drawings are they?

Many engineering deliverables are produced for the client under a services agreement, and some projects carry export or security restrictions. Polyshares says it excludes data held on behalf of clients. What is least tied to any client: design standards, calculation templates, QA checklists, internal training and the email discussion of how to approach a problem. micro1 asks for SOPs, playbooks and templates, Project Lazarus for wikis and knowledge bases, and Pewter for SOPs and email.12,13,14,5

In a sale, the acquirer will want to know what has been licensed. Foley reports training-data rights becoming a separate diligence category, and FKKS expects a prior data sale to come up in diligence.15,16

FAQ

Questions, answered with sources

  • Pewter says a 70-person engineering firm received $450K; it names no buyer and says the figure is not independently verified.2

  • Troveo publishes an engineering-firm guide; Pewter lists engineering and names CAD among its records.1,5

  • 4,987 US engineering firms have 30+ employees and 11,524 have 10+; most buyers' floors run 20 to 30+ (Goldmined 20, Cognor 20+, micro1 30+).6,7,17,10

  • Polyshares excludes data held on behalf of clients; ask any buyer for its exclusions.12

  • Pewter says the licensing firm pays it at close.4

  • Expect so: Foley and FKKS both describe data rights as a diligence item.15,16

  • We do not answer legal questions. Ask the licensing company: their team reviews this with you before anything is signed.

Before you sign

Legal questions go to the licensing company

We do not answer legal questions. Ask the licensing company before you sign: their team reviews these with you.

Questions for this kind of business

  • Which deliverables do our services agreements assign to clients?
  • Do professional engineer seal and record-keeping rules affect what can leave the firm?
  • Do customer, vendor or platform contracts, NDAs or API terms restrict this?
  • Do professional rules apply (AICPA, IRC 7216, HIPAA, ABA Model Rule 1.17, insurance agency contracts, adviser rules, state boards)?

Questions for any buyer

  • Is the license exclusive, and for how long?
  • Can you sublicense the data, and to whom?
  • Which AI labs will receive it, and will you tell us?
  • How long do you keep it, and how is it deleted?
  • What is your liability cap, and who indemnifies whom?
  • Will the contract ban re-identification of people in the data?
  • Who removes personal data, by what method, and do we approve it first?

How this page was made

Every figure comes from a published source listed below, each with the date we checked it. Buyer statements are the buyer's own claims and are marked so in the source list. Firm counts come from the US Census Bureau's Statistics of US Businesses. Anything marked as our estimate is ours, not a buyer quote.

Drafted with AI assistance from our research files, then checked against each source. Reviewed 14 Oct 2026. Last updated 14 Oct 2026.

We feature companies that pay us a referral fee. Our scores and reviews don't change for it. See how we earn and how we rank. This site does not give legal, tax or financial advice.

Sources (17)

  1. 1.Troveo, engineering firm data licensing. Accessed 14 Oct 2026. Company's own claim.
  2. 2.Pewter. Accessed 14 Oct 2026. Company's own claim.
  3. 3.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  4. 4.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  5. 5.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  6. 6.US Census Bureau, Statistics of US Businesses 2022. Accessed 14 Oct 2026.
  7. 7.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  8. 8.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  9. 9.Pewter. Accessed 14 Oct 2026. Company's own claim.
  10. 10.Cognor Labs partners page. Accessed 14 Oct 2026. Company's own claim.
  11. 11.Troveo business data page. Accessed 14 Oct 2026. Company's own claim.
  12. 12.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  13. 13.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  14. 14.Turing Project Lazarus page. Accessed 14 Oct 2026. Company's own claim.
  15. 15.Foley and Lardner. Accessed 14 Oct 2026.
  16. 16.Frankfurt Kurnit Klein & Selz (Daniel Goldberg), published 1 Oct 2026. Accessed 14 Oct 2026.
  17. 17.Goldmined.ai check page. Accessed 14 Oct 2026. Company's own claim.