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Scale AI


About

Data infrastructure company offering training data, evaluation platforms, and reinforcement learning environments for AI model development.

What They Offer

Commercial or operational services this company provides.

Agent evaluations
RLHF data
Human expert data
Red teaming
Custom RL environments
Data labeling / annotation

Products & Public Artifacts

Scale Donovan
Tool · Commercial

Government-only platform for deploying mission-tailored AI agents, including a Test & Evaluate capability for comparing model performance on mission workflows.

Visit artifact →
VeRO
Framework · Public

Scale Labs reproducible evaluation harness with versioned agent snapshots, budget-controlled evaluation, and structured execution traces.

Agentic Rubrics
Tool · Public

Scale Labs tool using agentic verifiers to score and re-rank candidate bug-fix patches without executing tests.

LHAW
Benchmark · Public

Scale Labs benchmark measuring agent behavior over long-horizon, extended workflows.

SWE Atlas
Benchmark · Public

Scale Labs benchmark assessing agent capabilities on software-engineering tasks.

Technical Capabilities

Stateful / Persistent EnvironmentsLong-Horizon TasksProgrammatic Verifiers

Only publicly documented capabilities are shown. Absence does not imply the capability is unavailable.

Focus Areas

RL EnvironmentsRLHF / Post-trainingEvaluationsAI Safety / Red TeamingHuman Data

Domains

EnterpriseRoboticsHealthcareGovernment / Public Sector

Leadership

Francis deSouza
Chief Executive Officer