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AI Data Payout

Updated October 2026

Selling corporate law firm data for AI training: what it's worth and who buys it

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

Mercor's legal examples start with contracts, and Troveo's financial guide leaves out deal materials received under a confidentiality agreement.1,2

Three lawyers around a table with printed closing checklists and signature pages, one on a phone call

A corporate practice runs on forms and checklists. Entity formations, financings, acquisitions and annual governance each have a closing checklist, a set of form documents, and a partner's view on which provisions are negotiable. A deal team writes constantly: issues lists, markups, disclosure schedules, signature-page logistics, and the email chain where twelve parties agree on a funds flow at midnight.

Contracts are the first item on Mercor's list of legal documents, and micro1 names legal and compliance alongside templates and task histories. Lawyers are one of the 44 GDPval occupations, and Invisible draws reinforcement learning tasks from legal and compliance work.

Deal files are also among the most confidential records a firm holds: a counterparty's drafts, data-room contents and information about companies that may be public. Troveo's guide for financial firms, which works with the same kind of material, leaves out deal materials received under a confidentiality agreement and non-public information about public companies. So the firm's method, the part least tied to any one client, is the place to start: form documents, checklists, the clause bank with negotiation notes, entity-maintenance SOPs. Raise every client and counterparty document with the licensing company first.

US law offices with 30+ employees; corporate practices are not counted separately

4,5824

US law offices with 30+ employees; corporate practices are not counted separately

GDPval occupations, lawyers among them

445

GDPval occupations, lawyers among them

first document type on Mercor's legal list

Contracts1

first document type on Mercor's legal list

Worth

What a firm's data may be worth

Pre-set for a typical firm: 40 staff and 12 years of records. No buyer publishes pricing by industry, so industry does not move the band. Our estimate, not a buyer quote.

Buyers

Which buyers want this data

Each reason is the buyer's own published statement about the tools, data or industries it takes, matched to how corporate and M&A law firms work.

Featured partners

  1. #1 in our ranking

    7.7 out of 10

    micro1

    Names legal and compliance and lists templates, playbooks and project management workflows, which is how a closing checklist and form bank read.10,11

    Typical payout
    $100K to $2M+, micro1 says7

    Watch out for: Says it removes personal details only "when relevant", so ask exactly how.12

Everyone else we reviewed

By score, with full reviews. We have no referral agreement with these companies, so we do not link out to them.

  1. #3 in our ranking

    7.1 out of 10

    Mercor

    Names legal with contracts first on its list, and connects to Outlook, Teams and Drive, where deal teams run their checklists and markups.1,13

    Typical payout
    Mercor does not publish a range14
    Fees
    None, Mercor says15
    Time to get paid
    By wire 2 to 4 weeks after signing16

    Watch out for: It confirmed a cyberattack in 2026, and class actions followed.17,18

  2. #9 in our ranking

    5.8 out of 10

    Troveo

    Its financial-firm guide lists due diligence files and email tied to deals, and spells out what it leaves out, which makes the scoping conversation concrete.19,2

    Typical payout
    Six figures and up for a whole company, Troveo says20
    Fees
    A share of the revenue; the percentage is not published21

    Watch out for: You are paid from a revenue share, so ask what percentage you keep.21

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.

Buyer demand

How buyers' own tools rate corporate and M&A law firms

No buyer publishes a price list by industry. These are settings inside buyers' and brokers' own estimators and intake forms, read from their public pages on 2026-10-14. They show how each company sorts industries, not what any firm was paid. The category shown is the one a firm would most likely pick; that match is ours.

How buyers' tools rate corporate and M&A law firms
CompanyIts categoryHow it rates the industry
TroveoBuyerLegalTier 2 of 4: "Your industry carries above-average buyer demand." Price factor 1.15 in its estimator.22
PolysharesBuyerLegalMarked premium in its intake list23
VMSBrokerLawHigher weight in its estimator (factor 1.30)24
VentraBrokerLegal, healthcare, financial services or accountingSays it cannot take these industries right now25

Size rules buyers publish

Checked against 40 staff, the typical firm size this page's calculator is set to. Ask each buyer whether contractors and part-time staff count.

  • PolysharesBuyer

    No headcount rule; the length and texture of the record matter more26

    No floor stated

  • MercorBuyer

    None stated27

    No floor stated

  • TroveoBuyer

    No minimum stated; its estimator starts at 2028

    No floor stated

  • NyneBuyer

    20+ US W-2 employees and 3+ years29

    Clears it at 40 staff

  • Handshake AIBuyer

    20+ full-time employees and 3+ years30

    Clears it at 40 staff

  • micro1Buyer

    30+ employees (its partnership page says 30 to 200)31,32

    Clears it at 40 staff

  • PewterBroker

    20+ staff and 3+ years33

    Clears it at 40 staff

  • EndlessBroker

    Roughly 30+ employees34

    Clears it at 40 staff

  • VentraBroker

    30+ US employees and 3+ years of records35

    Clears it at 40 staff

  • SupersoniqBroker

    50+ employees and 5+ years36

    Below it at 40 staff

What buyers value

What in a firm's records buyers value

The column on the right is not legal advice: it lists what to raise with the buyer before anything is exported.

What in a firm's records buyers value
DataWhere it livesWhy a buyer values itRaise with the buyer
Form documents and clause bankiManage, NetDocuments or a forms libraryThe firm's starting drafts for formations, financings and acquisitions, with notes on fallback positions.Forms that were adapted from a client's or counterparty's draft.
Closing checklistsWord, Excel or a transaction management toolEvery condition, deliverable and signatory for a deal type, the backbone of transactional work.Party names and deal terms on completed checklists.
Issues lists and negotiation notesOutlook and shared draftsHow positions moved across rounds of markups, the reasoning behind a negotiated contract.Counterparty drafts and anything received under a confidentiality agreement.
Entity-maintenance SOPsEntity management software or shared driveAnnual meetings, consents, registered agent and good standing routines across hundreds of entities.Nothing specific
Diligence request templates and review guidesShared driveThe firm's standard request list and the guide associates use to review a data room.Completed diligence memos about target companies.
Associate training and practice notesKM wiki, lunch-and-learn decksHow the firm teaches juniors to run a closing, written by the people who do it.Nothing specific

A week of records

A week of data at a firm

  • Monday: a new financing opens from the firm's form set and the closing checklist is circulated to the working group.
  • Tuesday: the counterparty's markup arrives; the associate updates the issues list with 31 open points.
  • Wednesday: a partner adds a negotiation note to the clause bank after conceding an indemnity cap.
  • Thursday: the entity team runs annual consents for 40 portfolio entities from the SOP.
  • Friday: signature pages released, funds flow confirmed by email, and the closing set compiled.

Process

How it works with each buyer

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

micro1

What it buys
Internal docs, SOPs and playbooks, knowledge bases, project management workflows, internal comms, templates, CRM and workflow metadata, task histories11
Who qualifies
30 to 200 employees32
Offer range
$100K-$2M+ per data package; over $1M for unique data7
Personal data
PII removed "when relevant"12
Ownership
The company keeps ownership of its data and reviews samples before release37
Time to payment
Not published

Mercor

What it buys
Slack, Teams, Gmail, Outlook, Confluence, Salesforce, GitHub, Drive, Notion and 100+ other tools13
Who qualifies
Not published
Offer range
Not published14
Fees
No fees15
Security
SOC 2 Type II38
Time to payment
Wire 2-4 weeks after signing16

Troveo

Deal structure
Licensing, not sale, on a revenue share (percentage not published)21
First step
Free value assessment, then scoping39

Selling or closing

Selling or closing your firm? License its data first

Corporate boutiques merge into larger firms and partners retire with books of client relationships, and the form bank is often the firm's most reusable asset when that happens. Before a combination, ask each licensing company whether forms, checklists and practice notes can be licensed on their own. Pewter says it takes firms that are winding down or closed, as long as the records still exist.3

FAQ

Corporate and M&A law firms: questions, answered

  • Mercor lists contracts first among its legal examples, and micro1 names legal and compliance. Invisible says it draws reinforcement learning tasks from legal and compliance work. A corporate firm's form bank and closing method sit squarely in that territory.1,10,40

  • Forms, checklists, practice notes and SOPs. Endless lists templates, precedents and process documentation as in scope for law firms and keeps client matter content out. Executed deal documents and counterparty drafts are the part to raise with the buyer.41

  • Troveo's financial-firm guide lists deal materials received under a confidentiality agreement, non-public information about public companies, and anything a regulator requires kept confidential. Use that list as the starting point for your own exclusions, and confirm it with whichever buyer you speak to.2

  • It is a repeated, well defined workflow run across many entities each year, which is what micro1 says it looks for. The SOPs and calendars describe the team's method; the entities' minute books are the part to raise with the buyer.42

  • No buyer prices corporate firms on their own. Troveo says typical full-company deals start at six figures, and other published ranges mostly run $100K to $2M as the buyers' own claims: Cognor Labs states $100K-$2M and micro1 $100K-$2M+. Expect the price to follow the share of the archive that is free of client and counterparty material.43,44,7

  • Most buyers pay within 2-8 weeks of signing, and some only after they accept the data. Mercor wires 2-4 weeks after signing, Cognor Labs says 3-6 weeks, Polyshares and Ventra pay on net 30 or 60 terms, and micro1's terms let the seller invoice only after written acceptance.16,45,46,47,48

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

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

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

Before you sign

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

  • How will your review screen for material non-public information about public companies?
  • How are counterparty drafts and documents received under NDAs identified and kept out?
  • Do client engagement letters assign work product to the client?
  • Who owns this data: the company, an estate, or someone else?
  • Do customer, vendor or platform contracts, NDAs or API terms restrict this?
  • Could the data include privileged material or trade secrets?
  • 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 (48)

  1. 1.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  2. 2.Troveo, financial firm data licensing guide, published 11 Oct 2026. Accessed 14 Oct 2026. Company's own claim.
  3. 3.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  4. 4.US Census Bureau, Statistics of US Businesses 2022. Accessed 14 Oct 2026.
  5. 5.OpenAI, GDPval paper. Accessed 14 Oct 2026.
  6. 6.Forbes, published 16 Apr 2026. Accessed 14 Oct 2026.
  7. 7.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  8. 8.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  9. 9.Bloomberg Law, published 17 Aug 2026. Accessed 14 Oct 2026.
  10. 10.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  11. 11.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  12. 12.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  13. 13.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  14. 14.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  15. 15.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  16. 16.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  17. 17.TechCrunch, published 31 Mar 2026. Accessed 14 Oct 2026.
  18. 18.HR Dive, published 13 Apr 2026. Accessed 14 Oct 2026.
  19. 19.Troveo, financial firm data licensing guide, published 11 Oct 2026. Accessed 14 Oct 2026. Company's own claim.
  20. 20.Troveo business data page. Accessed 14 Oct 2026. Company's own claim.
  21. 21.Troveo, published 11 Sep 2026. Accessed 14 Oct 2026. Company's own claim.
  22. 22.Troveo business data assessment. Accessed 14 Oct 2026. Company's own claim.
  23. 23.Polyshares intake catalog. Accessed 14 Oct 2026. Company's own claim.
  24. 24.VMS data licensing page. Accessed 14 Oct 2026. Company's own claim.
  25. 25.Ventra partners page. Accessed 14 Oct 2026. Company's own claim.
  26. 26.Polyshares. Accessed 14 Oct 2026. Company's own claim.
  27. 27.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  28. 28.Troveo business data page. Accessed 14 Oct 2026. Company's own claim.
  29. 29.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  30. 30.Handshake AI data partnerships referral page. Accessed 14 Oct 2026. Company's own claim.
  31. 31.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  32. 32.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  33. 33.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  34. 34.Endless website. Accessed 14 Oct 2026. Company's own claim.
  35. 35.Meta Ad Library, Ventra page. Accessed 14 Oct 2026. Company's own claim.
  36. 36.Supersoniq website. Accessed 14 Oct 2026. Company's own claim.
  37. 37.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  38. 38.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  39. 39.Troveo, published 11 Sep 2026. Accessed 14 Oct 2026. Company's own claim.
  40. 40.Invisible, RL environments. Accessed 14 Oct 2026. Company's own claim.
  41. 41.Endless website. Accessed 14 Oct 2026. Company's own claim.
  42. 42.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  43. 43.Troveo, financial firm data licensing guide, published 11 Oct 2026. Accessed 14 Oct 2026. Company's own claim.
  44. 44.Cognor Labs partners page. Accessed 14 Oct 2026. Company's own claim.
  45. 45.Cognor Labs manufacturing page. Accessed 14 Oct 2026. Company's own claim.
  46. 46.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  47. 47.Ventra company data page. Accessed 14 Oct 2026. Company's own claim.
  48. 48.micro1 Data License Master Terms, published 7 Oct 2026. Accessed 14 Oct 2026. Company's own claim.