Labelbox Prism alternatives for licensing company data

About Labelbox Prism

Prism, operated by Labelbox, acquires operational data and work documents from companies and contributors to supply frontier AI developers. Its page publishes deals from around $50,000 for smaller targeted datasets to more than $1 million for large enterprise partnerships, pays an upfront licensing fee at signing plus a revenue share on downstream use, and makes licenses exclusive by default.

Read our Labelbox Prism profile

How do the Labelbox Prism alternatives compare?

The Labelbox Prism alternatives below are compared with Labelbox Prism on the terms our directory tracks. "Not published" means the company's own pages do not say.

The first row is Labelbox Prism. Published payouts are ceilings or estimates, not quotes.

The Labelbox Prism alternatives

1. Training-data company

   Scale AI

   Best for companies with 40 or more employees that want records de-identified before extraction

   Scale AI runs a data partnership program that pays companies for structured, de-identified records from their operational systems. Its page gives an illustrative value of $10,000 to more than $1 million per partnership, names 40 or more employees as its preferred starting point and says Scale anonymizes data inside the company's own environment before anything is extracted.

   What it buys

   Structured, de-identified records from operational systems, never the raw systems themselves

   Published payout

   $10,000 to more than $1 million per partnership (illustrative, scaling with cadence)

   Size requirement

   40 or more employees preferred, assessed case by case

   Exclusivity

   Not published

   Fee to seller

   Not published

   Payment timing

   Not published. Scale says partnerships are designed for recurring revenue

   Read our Scale AI profileCompare Labelbox Prism and Scale AI

2. Training-data company

   Mercor

   Best for companies whose workflow data sits in tools such as Slack, Gmail, Salesforce and GitHub

   Mercor is a training-data company that pays businesses to license workflow data from tools such as Slack, Microsoft Teams, Gmail, Salesforce, GitHub and Notion. Its data monetization page says Mercor covers the cost of extraction, anonymization and transfer, and pays by wire transfer after delivery, typically within 2 to 4 weeks of the signed agreement.

   What it buys

   Workflow data from more than 100 supported tools, including Slack, Microsoft Teams, Gmail, Salesforce, GitHub and Notion

   Published payout

   Not published on mercor.com/data. ddiy.co reported Mercor's referral page listing $20,000 to $1.5 million by industry (October 2026)

   Size requirement

   Not published on mercor.com/data. Target industries include legal, healthcare, finance and insurance, professional services, manufacturing, retail, real estate and logistics

   Exclusivity

   Not published

   Fee to seller

   None. Mercor covers extraction, anonymization and transfer costs

   Payment timing

   Wire transfer after delivery, typically within 2 to 4 weeks of the signed agreement

   Read our Mercor profileCompare Labelbox Prism and Mercor

3. Training-data company

   micro1

   Best for US, UK and Canadian companies with 30 or more full-time staff and mainly English records

   micro1 is a training-data company that licenses operational records from established companies and supplies them to AI labs and enterprises in the US and allied countries. Its data partnerships page publishes payments from $100,000 to more than $3 million, asks for 30 or more full-time staff and mainly English records, and prioritizes the US, UK and Canada.

   What it buys

   Operational records such as engineering documentation, finance SOPs, support tickets, CRM records, legal and compliance procedures and logistics workflows, plus agent trajectories

   Published payout

   $100,000 to $500,000 (qualified partnerships), $500,000 to $3 million (large-scale or ongoing), more than $3 million (highly unique data). Agent trajectories listed at $1 million to $2 million a year

   Size requirement

   30 or more full-time staff, mainly English records, US first, then the UK and Canada

   Exclusivity

   Not published

   Fee to seller

   None stated

   Payment timing

   Homepage says within 30 days of acceptance. FAQ says up to 30 days to review, then payment within 30 days of invoice

   Read our micro1 profile

4. Direct buyer

   Polyshares

   Best for companies of any headcount with real operating history that want no fee or commission

   Polyshares is a direct buyer that licenses a company's operational record, anonymizes it and supplies AI labs itself. Its site says typical deals run $100,000 to $2 million and above, sellers pay no fee or commission, an offer arrives within one to two weeks and payment follows net 30 to 60 days once data is approved, shared and anonymized.

   What it buys

   Operational data: Slack, email, Drive, spreadsheets, CRM history, support tickets, design files, call recordings, accounting and ERP exports

   Published payout

   $100,000 to $2 million and above typical. Four published licenses range from $110,000 to $450,000

   Size requirement

   No headcount minimum. Any company with real operating history, in any sector

   Exclusivity

   All four published case studies are perpetual exclusive licenses. Its terms page does not state exclusivity

   Fee to seller

   None. No fee and no commission

   Payment timing

   Offer within one to two weeks. Net 30 to 60 days after data is approved, shared and anonymized

   Read our Polyshares profile

5. Licensing agent

   Troveo

   Best for companies that want revenue shared on every sale rather than a single payment

   Troveo is a licensing agent that licenses company data to AI buyers on the seller's behalf and shares revenue on every sale rather than paying once. Its business data page reports more than $20 million paid to licensors and more than 40 active buyers, says full-company deals start at six figures, charges no fees and asks for time-limited exclusivity.

   What it buys

   Licenses data from chat, email, documents, work and knowledge tools, CRM, finance, and data and code platforms

   Published payout

   Typical full-company deals start at six figures. More than $20 million paid to licensors to date (Troveo figure)

   Size requirement

   Not published. Its estimator uses headcount (20 to 1,000 or more) and years trading (under 3 to 15 or more)

   Exclusivity

   Time-limited and has to be earned, with exit terms in the agreement

   Fee to seller

   None. No fees, setup costs or deductions from payouts

   Payment timing

   Revenue share on every sale. Timing set in the agreement, not published

   Read our Troveo profileCompare Labelbox Prism and Troveo

6. Training-data company

   Handshake AI

   Best for businesses with financial models, process documentation, underwriting workflows or test reports

   Handshake AI, the AI arm of the Handshake careers network, buys operational data from businesses to supply AI labs. Its data partnerships page headlines earnings of $100,000 to more than $4 million, lists industries from finance and healthcare to logistics and software, and sets out a five-step process, but its page text does not state size thresholds, exclusivity, fees or payment timing.

   What it buys

   Operational data such as financial models, process documentation, underwriting workflows, design documentation, specifications and test reports

   Published payout

   $100,000 to more than $4 million (headline). Its calculator shows estimates up to $100,000 and $400,000 to $800,000 or more

   Size requirement

   Not published. The calculator asks for employees, tools used and years in business

   Exclusivity

   Not published

   Fee to seller

   Not published

   Payment timing

   Not published. Payment follows delivery as the final process step

   Read our Handshake AI profile

7. Training-data company

   Appen

   Best for enterprises with support, ITSM, CRM or ERP records that want extraction handled at no cost

   Appen is a training-data company with 30 years in AI data that now licenses permissioned operational data from enterprises to AI labs. Its enterprise data page says Appen covers extraction, anonymization and transfer at no cost to the seller, quotes each partnership individually and pays on acceptance of the data. It also sells 646 off-the-shelf datasets with perpetual, non-exclusive training rights.

   What it buys

   Operational documentation, decision and escalation records from support, ITSM, CRM and messaging tools, and systems of record such as ERP, finance, contracts and procurement

   Published payout

   Not published. Each partnership is quoted individually, based on volume, connected systems, workflow complexity and rarity

   Size requirement

   Not published. Appen responds to registrations within two business days

   Exclusivity

   Not published. Appen says your data is never commingled with another partner's

   Fee to seller

   None. Appen covers extraction, anonymization, preparation and transfer, with no setup fees or deductions

   Payment timing

   On acceptance of the data rather than submission. No number of days published

   Read our Appen profile

8. Independent broker (this site)

   Sell My Data To AI

   Best for companies that want every buyer verified and the success fee agreed in writing before any introduction

   Sell My Data To AI is an independent broker that helps companies license their data to vetted AI buyers, and helps AI teams source rights-cleared training data from vetted sellers.

   Fee to seller

   Sellers pay nothing to be assessed. We charge a success fee only when a deal completes, and the fee is agreed in writing before we introduce you to any buyer.

   Buyer vetting

   Every buyer is verified before they see a sample: company identity, intended use, security and retention commitments, onward transfer limits and, for larger deals, ability to pay.

   Data custody

   We do not take custody of your raw data. Buyers see redacted samples under a mutual NDA, and full data moves only after you sign a license directly with the buyer.

   Your control

   You approve every buyer, every sample and every license term. You can withdraw at any point before signing.

   How we workOur fees

Frequently asked questions

Comparisons with Labelbox Prism

• Scale AI vs Labelbox Prism
• Mercor vs Labelbox Prism
• Troveo vs Labelbox Prism