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The AI Platform For

Expert Intelligence

Proprietary Datasets From Verified Experts

Source Expert Intelligence, Fast

Data Services
AI Data Engine
Model Evaluation

Data Services

Credentialed domain experts generate, structure, and evaluate AI data using specialty-verified judgment, consistent methodologies, and audit-ready provenance traceable to every reviewer.

Why Cobalt?
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Credentialed domain experts
Every annotator is license-verified and specialty-credentialed. Our network spans 30+ specialties and we re-verify credentials continuously, so labels reflect the judgment of experts currently practicing in their field.
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Labels and evals, one vendor
Same experts who label also run blinded model evaluations. Training and evals use one expert pool under one rubric, so your scores aren't skewed by a second vendor with different calibration, and every judgement traces back to a named reviewer.
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Submission-ready audit trail
Chain-of-custody and methodology docs built for regulatory review. Every annotation ships with a timestamped log of who touched it, what rubric they followed, and what training they completed, so submissions move through review without retroactive evidence-gathering.
1,300+
Expert Institutions
25,800+
Onboarded Experts
116,000+
Reasoning Traces
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AI Data Engine

Turn raw clinical inputs into decision-ready signals and model-ready data, grounded in expert judgment and linked to traceable reasoning.

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Model Evaluation

Drive reliable outcomes through trusted model evaluations that deliver measurable performance, mitigate risk, and accelerate production readiness.

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Unlock Actionable Frontier

Technology Intelligence

Cobalt is the go to intelligence platform to separate the signal from the noise.

RL Environments

Reinforcement learning environments and verifiable tasks for training and evaluating agents on frontier technical work.

  • Industry-leading compliance with end-to-end task verification and audit trails
  • Custom environments matched to your models, domains, and technical reqs
  • Flexible, on-demand access with reproducible runs and logged trajectories

AI Data Engine

Proprietary datasets built from primary-source expert intelligence across frontier technologies.

  • API access with structured, exportable formats, ready for model ingestion
  • Datasets from semiconductor fabs, data centers, AI labs, agents
  • KPIs, training economics, and capability benchmarks across model families

Evals and Benchmarks

Evaluations trusted by leading organisations, turning model performance into measurable actions.

  • Surface regressions, edge cases, and capability gaps pre-deployment
  • Demonstrated improvements in model quality, safety, and task performance
  • Ship faster with evaluation frameworks you can trust

Embodied AI

Structured intelligence for the embodied AI data pipeline, from human demonstrations to Vision-Language-Action models.

  • Intelligence across the embodied AI data stack, demonstrations and VLA
  • Structured with taxonomy across perception, actuation and control
  • Queryable knowledge graph across robotics labs, datasets, and capabilities

By builders from

By builders from
Perspective
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Cobalt AI builds institutional-grade expert intelligence products. We empower the world's leading institutional investors, protocols, and companies through our proprietary database, research call marketplace, and computational analysis.