Applications
AI systems that actually work.
We take AI from pilot purgatory to production: the right use case, the right architecture, and the accountability to own the outcome end to end.
For enterpriseReliable AI has no shortcuts
The world’s most important decisions need reliable AI systems.
Scale works across the entire AI stack — from the data that trains the models you rely on, to the evaluations that prove they work, to the systems that put them into production.
90%
of leading generative AI model builders are powered by Scale
10 yrs
at the frontier, from autonomous vehicles to reasoning models
25%
of our contributors hold advanced degrees
#1
benchmark authority every frontier model is measured against
The reliability ladder
Three levels stand between a model and a system you can trust.
- LEVEL I
Data that reflects reality
Frontier models are only as good as what they learn from. We source expert contributors with precision and deliver at the bar frontier AI demands.
- LEVEL II
Evaluation that finds the failures
Private benchmarks and expert red-teaming surface the failure modes before your users do — the same evaluations the frontier labs run.
- LEVEL III
Deployment that owns the outcome
Most enterprise and government AI deployments fail. We find the right use case, build the system, keep humans in the loop, and stay accountable for the result.
Data
The data powering the world’s best AI.
The models at the frontier run on Scale data. Expert-sourced, adversarially reviewed, and delivered at the volume and quality frontier training requires.
Explore Data EngineApplied everywhere
Real intelligence, in the domains that carry consequence.
- 01Research
- 02Life Science
- 03Medicine
- 04Energy
- 05Infrastructure
- 06Sovereignty
- 07Robotics
- 08Defense
- 09Operations
- 10Healthcare
- 11Autonomy
- 12Logistics
The real cost
Building reliable AI alone is the expensive path.
Going it alone
- Recruiting and managing domain experts
- Building annotation and review tooling
- Standing up evaluation infrastructure
- Red-teaming and safety review
- Compliance and data governance
- 18 months before the first signal
Six workstreams. One uncertain outcome.
Building with Scale
- Expert contributor network, already sourced
- Data Engine and tooling on day one
- Benchmarks the frontier labs already trust
- Humans in the loop by default
- Governance built into the pipeline
One partner. A system in production.
Order of magnitude
Frontier training data is not a rounding error.
In production
Proven with the organizations that cannot afford to be wrong.
Meta
Accelerating LLM and generative AI programs with frontier-grade training data.
Mayo Clinic
Turning complex patient records into clinical intelligence and reducing physician cognitive load.
CDAO
Converting raw, classified data into actionable intelligence for decision makers.
Physical Intelligence
Fuelling the next generation of robotic foundation models with real-world data.
Center for AI Safety
Benchmarking the frontier of capability with expert-level evaluations.
British Petroleum
Accelerating enterprise AI adoption across global energy operations.
Get started
Our legacy, your success.
Book a demo and see how Scale builds AI systems your organization can actually depend on.
Book a demo