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AI Data Payout

Updated October 2026

Field reports and repair tickets from industrial service work have buyers

Independent and sourced. We feature companies that pay us a referral fee. Our scores and reviews don't change for it. How we earn

Ventra lists manufacturing and construction and trades among the industries labs are buying from, and Polyshares' intake has a field operations category for work orders, dispatch, job tickets and site records.1,2

Two industrial maintenance techs inspecting a disassembled pump on a shop bench while a third logs notes on a tablet

An industrial service company sells judgment under pressure. A pump at a customer's plant starts cavitating, a tech goes out and writes up what they found, a failure analysis follows, the repair is quoted, and the PM schedule changes so it does not happen again. Add the bid files for a plant shutdown, the job safety analyses, the weld procedures and inspection reports, and the time and material tickets argued over at month end, and a firm that has been in business twenty years holds a long written record of how equipment fails and how good crews fix it.

Buyers now license copies of records like these. Polyshares has a field operations category on its intake for work orders, dispatch, job tickets and site records, Ventra names both manufacturing and construction and trades, and Troveo's assessment puts manufacturing or industrial, and field service, the two categories closest to this work by our mapping, in its second of four demand tiers. Troveo also says work that can be checked against a result licenses most readily, and a repair that held, or failed again, is that kind of record.

Much of what you hold describes equipment at customers' sites, so the first sort is between your own methods (procedures, estimating logic, training, failure write-ups) and anything a customer gave you in confidence. Crews in the field also write less than the office does, so by our reading the service desk and estimators hold the richest files. The quiz shows which buyers take a company your size.

US industrial machinery repair and maintenance firms with 10+ employees, 1,225 with 30+

3,7036

US industrial machinery repair and maintenance firms with 10+ employees, 1,225 with 30+

US machine shops with 10+ employees

5,5327

US machine shops with 10+ employees

Troveo's rank for both manufacturing or industrial and field service, our two closest matches

Tier 2 of 48

Troveo's rank for both manufacturing or industrial and field service, our two closest matches

O*NET email scores for general maintenance workers and for industrial machinery mechanics

86 vs 489

O*NET email scores for general maintenance workers and for industrial machinery mechanics

Worth

What a company's data may be worth

Set for a typical company, 40 staff and 15 years of records. Move the sliders to match yours. Our estimate, not an offer.

Buyers

Which buyers want this data

Buyers whose own published rules fit industrial service companies. We can introduce you to the ones we work with.

  1. #2 in our ranking

    7.4 out of 10

    Polyshares

    Has a field operations category on its intake for work orders, dispatch, job tickets and site records, reading tools such as ServiceTitan, FieldEdge and Procore, and sets no headcount floor.2,14

    Typical payout
    $100K to $2M+, Polyshares says12
    Fees
    None, Polyshares says15
    Time to get paid
    An offer in 1 to 2 weeks, then paid in 30 to 60 days16

    Watch out for: Exclusive by default, and every deal it lists is exclusive with no end date.17,18

  2. #5 in our ranking

    6.8 out of 10

    Mode

    Lists ServiceTitan among the sources it buys, along with email, documents and billing records, from businesses with 20+ full-time US office staff.19,20

    Typical payout
    $100K to $5M, Mode says21
    Fees
    No broker fee, Mode says22
    Time to get paid
    Paid within about 60 days of accepting23

    Watch out for: The program launched in October 2026 and has no deal record yet.24

  3. #6 in our ranking

    6.4 out of 10

    Pewter

    Has Manufacturing and Trades and home services on its offer form, and takes US firms with 20+ full-time staff now or at peak.25,5

    Typical payout
    $350,000 to $650,000 in its partner's examples26
    Fees
    None to the owner, Pewter says27

    Watch out for: Its site was registered in October 2026 and names no people.28,29

  4. #7 in our ranking

    6.3 out of 10

    Grepped

    Lists manufacturing and construction on its intake form, states no size minimum, and takes task histories and business records from tools such as ServiceNow and Jira.30,31,32

    Watch out for: Its own site code calls its estimator "deliberately optimistic", so treat any estimate as an indication.33,34

  5. #8 in our ranking

    6.2 out of 10

    Ventra

    Names manufacturing and construction and trades among the industries labs are buying from, lists engineering records such as drawings, test results and change logs, and takes US companies with 30+ employees.1,35,36

    Typical payout
    $100K to $2M as potential deals, Ventra says37
    Fees
    None today, though it may add fees with notice38
    Time to get paid
    An offer in 3 to 7 days, then paid on net 30 or 6037

    Watch out for: Its terms say delivered data may not be deletable.39

We feature buyers that pay us a referral fee. Our scores and reviews don't change for it. How we earn. No buyer publishes prices by industry, so within each group the order is the same as in our main ranking.

Who wants this

Do buyers want industrial service companies?

No buyer publishes prices by industry, but their own intake forms show which industries they rate higher.

  • Troveo puts manufacturing or industrial (our closest match) in its second of four demand tiers: "Your industry carries above-average buyer demand."8
  • Polyshares takes manufacturing (our closest match), without marking it premium.40
  • VMS, a broker, gives manufacturing (our closest match) standard weight when it estimates value.41

Which buyers take a company your size

Shown for 40 staff, a typical company. Ask whether contractors and part-time staff count.

  • micro1We can introduce you

    30+ employees (its partnership page says 30 to 200)42,43

    Takes 40 staff

  • PolysharesWe can introduce you

    No headcount rule; the length and texture of the record matter more14

    No size floor

  • ModeWe can introduce you

    20+ full-time US office staff (accounting firms 10+, law firms 6+)20

    Takes 40 staff

  • PewterWe can introduce you

    20+ staff and 3+ years; by industry, from 10+ (healthcare) to 50+ (manufacturing, finance)44,45,46

    Takes 40 staff

  • GreppedWe can introduce you

    No headcount minimum stated31

    No size floor

  • VentraWe can introduce you

    30+ US employees and 3+ years of records36

    Takes 40 staff

  • Mercor

    None stated47

    No size floor

  • Troveo

    No minimum stated; its estimator starts at 2048

    No size floor

  • Nyne

    20+ US W-2 employees and 3+ years49

    Takes 40 staff

  • Endless

    Roughly 30+ employees50

    Takes 40 staff

  • Supersoniq

    50+ employees and 5+ years51

    Too small at 40 staff

What buyers value

What in a company's records buyers value

What buyers look for in your records, and what to talk through with your buyer before anything leaves your systems.

What in a company's records buyers value
DataWhere it livesWhy a buyer values itRaise with the buyer
Service tickets and field service reportsField service software, CMMS or paper ticketsWhat the tech found, what they did and what they recommended, call after call.Customer site names and equipment tag numbers.
Failure analysis and root cause write-upsWord, PDFs and emailThe reasoning that turns a broken part into a cause and a fix, the most checkable record a service firm keeps.Nothing specific
Bids, estimates and shutdown plansSpreadsheets, estimating software and emailHow a scope became hours, crew size and a price, and how the job came in against it.Customer pricing and rate sheets.
Weld procedures, inspection and NDT reportsShared drive and QA bindersQualified procedures and measured results, each with a pass or fail.Inspection reports on customers' equipment.
Job safety analyses and lockout proceduresSafety software or paper JSAsHow a crew plans hazardous work before it starts, written step by step.Injury reports and medical details.
PM schedules and equipment historiesCMMS such as Fiix, UpKeep or LimbleYears of service on the same machines, with each failure and the change that followed it.Equipment data a customer shared in confidence.
Time and material tickets and change ordersField app, ERP or QuickBooksExtra work found on site, priced and argued over in writing.Nothing specific

A week of records

A week of data at a company

  • Monday: an emergency call for a gearbox failure at a customer's plant, with the tech's notes and photos filed that night.
  • Tuesday: the estimator builds a bid for a two-week shutdown with crew sizes, rentals and a day-by-day schedule.
  • Wednesday: a failure analysis report goes to the customer tying the gearbox damage to a lubrication interval.
  • Thursday: the welding foreman revises a procedure after a bend test, and the QA file records the result.
  • Friday: T&M tickets are reconciled with the customer's maintenance planner, and two change orders are approved by email.

Process

How it works with each buyer

In each buyer's own words. Where a buyer publishes nothing, we say so.

Polyshares

What it buys
Slack, email, Drive, CRM, tickets, design files, calls and ERP52
Offer range
$100K-$2M+12
Personal data
A third-party PII partner scrubs data before it is licensed53
Excluded data
Data held on behalf of clients is excluded54
Fees
Charges sellers no fee15
Time to offer and payment
Offer 1-2 weeks after intake; paid Net 30-6016

Selling or closing

Selling or closing your company? License its data first

If a larger company buys your firm, its team can end up holding old systems it does not need, and License My Data names acquirers left with legacy systems after a carve-out among the sellers it works with. Selling first? One law firm says a license signed before the sale will come up in the buyer's diligence, so keep the scope on file. Pewter takes firms that are operating, downsizing, winding down or closed.3,4,5

FAQ

Industrial services and contractors: questions, answered

  • They take the industries around you. Ventra names manufacturing and construction and trades, Grepped lists manufacturing and construction, and Polyshares has a field operations category for work orders and job tickets. Pick the closest option on each form and describe the work on the first call.1,30,2

  • Records that end in an outcome: a failure analysis with the fix that held, an inspection with a pass or fail, a bid set against the hours the job took. Troveo says the more objectively work can be checked, the more readily it is licensed.55

  • Your procedures, estimating methods, training, safety plans and failure write-ups are your own team's work. Polyshares excludes data held on behalf of clients, and Grepped asks you to share only what you have the right to share, so sort those piles before the first call.54,56

  • On O*NET's email scale, general maintenance workers sit at 86 out of 100, industrial machinery mechanics at 48 and welders at 22. Our read is that the service desk, estimators and report writers hold most of a firm's written record, so start there.9

  • Most buyers want 20 to 30 or more employees, and a few set no minimum. Pewter counts full-time staff now or at peak, while Mode counts only full-time US office employees, so a crew-heavy firm should ask before it applies.5,20,42,36,14,31

  • No buyer publishes a price for industrial services. Published ranges for operating companies mostly run $100K to $2M, as the buyers' own claims, and Troveo's assessment rates both manufacturing and field service in its second tier.11,12,21,8

  • For the owner it is mostly a call and approving what goes, about 1-3 hours by the buyers' own count, then read-only access or an export. As for payment, speeds vary, but it's usually around 3-6 weeks, sometimes longer.57,58,59,60,37,16,61

  • Every business is different, so this one is best talked through with the buyer you're working with. Their team goes over it with you before anything is signed.

  • Every business is different, so this one is best talked through with the buyer you're working with. Their team goes over it with you before anything is signed.

Before you sign

Every business is different, so these are best talked through with the buyer you're working with. Their team goes over them with you before anything is signed.

Questions for this kind of business

  • Which customer master service agreements or site access terms cover photos, drawings and inspection data from their plants?
  • How are injury reports and medical details in safety files removed before anything is shared?
  • Do union agreements or employee policies say anything about sharing crew timesheets and field notes?
  • Who owns this data: the company, an estate, or someone else?
  • How are employee data, union contracts and NLRA questions handled?
  • Do customer, vendor or platform contracts, NDAs or API terms restrict this?

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

Figures come from the published sources listed below, and what a buyer says about itself is its own claim. Anything marked as our estimate is ours, not a buyer quote. Drafted with AI help from our research, then checked against each source. Updated October 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 (61)

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  2. 2.Polyshares intake catalog. Accessed 15 Oct 2026. Company's own claim.
  3. 3.License My Data. Accessed 14 Oct 2026. Company's own claim.
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