Scale | Who Sells Data

Scale

Scale sells AI labs and businesses custom training data, human feedback, annotation, RL environments, and model evaluations, alongside software to build, test, and deploy AI agents and applications.

Sources:scale.com/about scale.com/blog/rl-environments

scale.com · updated Sep 29, 2026

On Who's buying data

Pays companies for data: Illustrative $10K to $1M+ per partnership (Data Partnerships)

scale.com · observed Oct 8, 2026 · Compare with other buyers

Quote

Your data becomes an asset you're paid for

Referral bounty: Up to $50,000 per referred company (Refer a team)

scale.com · observed Oct 8, 2026 · Compare with other buyers

Quote

Refer a company and earn up to $50,000 bonus.

Trust & data

How the vendor protects buyer material, where its data comes from, and where it can run.

SOC 2: Vendor-stated Type II
Source:scale.com
Trust center: trust.scale.com
Sources:scale.com trust.scale.com
Other certifications: ISO 27001:2022UK Cyber EssentialsFedRAMP HighDoD IL4 Provisional Authorization
Sources:scale.com trust.scale.com
Deployment: Vendor-hostedCustomer cloud / VPCOn-prem
Sources:docs.gym.scale.com docs.gp.scale.com scale.com
Data sources: Synthetic / generatedProduct replica or partner app
Source:scale.com
Quotes
Synthetic / generated: Simulated APIs, MCP servers, and GUIs that behave like the systems agents actually use.
Product replica or partner app: Simulated APIs, MCP servers, and GUIs that behave like the systems agents actually use.
Stated confidentiality practices: Its MSA treats customer materials and outputs as confidential, limits access to representatives who need it, and requires written confidentiality obligations. Trust Center controls include MFA and customer-data deletion. The standard MSA also permits use of materials and outputs to improve Scale services, including ML models.
Sources:scale.com trust.scale.com
Not publicly listed: Exclusivity

What they sell

Offerings: RL environments Training data Evals and benchmarks Human data Data annotation
Sources:scale.com/about scale.com/blog/rl-environments api-reference.scale.com scale.com/blog/partnering-with-customers
Domains: Multi-domain Coding Computer use Browser Enterprise workflows Finance
Sources:scale.com/rlenvironments labs.scale.com scale.com (2)scale.com (3)docs.gym.scale.com
Delivery formats: Docker containersMCP toolsAPIDatasets
Sources:scale.com/blog/rl-environments scale.com/rlenvironments api-reference.scale.com huggingface.co
Public samples & benchmarks: Scale Gymnasium: Calendr, Cloudfile, Shopora, Pandora’s Inbox
SWE-Bench Pro
MCP-Atlas
Humanity’s Last Exam
Sources:docs.gym.scale.com scale.com huggingface.co/datasets/ScaleAI/SWE-bench_Pro huggingface.co/datasets/ScaleAI/MCP-Atlas
Named customers: OpenAIMetaMicrosoftCohereMayo ClinicToyota Research InstituteTIMECiscoNuro
Sources:scale.com/partners/microsoft scale.com/customers

Every change to these facts is kept in the public claims log. Record co_360220ea93a9.