Training-data company
Scale AI
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.
Facts checked against Scale AI's own pages in November 2026. Visit Scale AI
At a glance
- 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
Key takeaways
- Scale AI is a training-data company.
- 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.
- Payment timing: Not published. Scale says partnerships are designed for recurring revenue.
- Scale AI does not publish its exclusivity and fee to seller.
- Facts checked on Scale AI's own pages in November 2026.
What does Scale AI buy?
Scale AI buys structured, de-identified records from a company's operational systems. Its data partnership page says it never takes the raw systems themselves. Scale looks for established data systems, real operational workflows, domain depth and a clear stakeholder who owns the partnership.
How much does Scale AI pay?
Scale AI labels $10,000 to more than $1 million as an illustrative value per data partnership, scaling with how often data is delivered. It is not a guaranteed payment. Scale says it designs partnerships for recurring revenue, but it does not publish payment timing or exclusivity terms.
Scale also runs a referral program that offers up to $50,000 to the referrer, paid only if Scale signs a partnership agreement with the referred company.
How does Scale AI handle the data?
Scale AI says it anonymizes data inside your environment before any data is extracted, removing personal information so records cannot be traced to individuals or accounts. Employee and customer identities, raw systems, credentials and source access stay in your environment. It lists encryption in transit and at rest, a full audit trail, and on-premises and VPC options.
Partnerships can start with one workflow and a limited scope, and each data package needs your sign-off through per-package approval gates. That staged approach matches what our due diligence checklist recommends buyers expect.
Who is Scale AI a good fit for?
Scale AI suits companies of 40 or more staff with mature systems and a workflow they are willing to share on a recurring basis. Firms that want a one-off sale of a historical archive may find a better fit elsewhere, which our comparison of marketplaces, brokers and direct deals sets out.
Comparing buyers?
Published payouts are ceilings, not quotes. We can put your records in front of several vetted buyers and compare offers on the same terms. Get a free valuation.
Sources
- Data partnership, Scale AI, accessed November 2026
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Scale AI is listed for reference. We are independent and this page is not an endorsement. If anything here is out of date, email hello@sellmydatatoai.net and we will correct it.