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Cobalt AI Launches Advanced Data Infrastructure for AI Labs


Cobalt AI Launches Advanced Data Infrastructure for AI Labs
  • by: Source Logo
  • |
  • February 23, 2026

Cobalt AI, a San Francisco-based startup, has launched its comprehensive data infrastructure platform tailored for the rigorous demands of leading AI research labs, companies developing autonomous AI agents, and institutional investors assessing AI opportunities. The platform addresses the critical need for high-quality, expert-curated datasets and robust evaluation frameworks that surpass offerings from traditional data providers.

Quick Intel

  • Cobalt AI scales its platform with expert-curated datasets from professionals including Mayo Clinic physicians and senior executives at SpaceX and Google.
  • It provides proprietary datasets, systematic evaluation methodologies, and specialized data tools designed specifically for AI development and validation.
  • Core customers include AI research labs requiring advanced training and evaluation data, companies building autonomous AI agents, and institutional investors evaluating AI investments.
  • The infrastructure bridges gaps in data quality and rigor, enabling measurable improvements in AI capabilities through expert knowledge and structured assessments.
  • Founder Daniel Blay brings experience from Zipline, where he served as Vice President in autonomous logistics robotics.
  • Cobalt AI operates at the intersection of expert knowledge curation and AI, supporting next-generation AI systems and investment strategies.

Platform Capabilities and Expert Curation

Cobalt AI’s platform stands out by integrating curated expert knowledge from world-class professionals across diverse fields. This includes proprietary datasets sourced from leading physicians at Mayo Clinic and senior executives at innovative companies like SpaceX and Google. These high-caliber contributions ensure datasets reflect real-world expertise and domain-specific insights essential for training sophisticated AI models.

Evaluation Frameworks and Tools

Beyond data provision, the platform offers systematic evaluation methodologies and specialized tools that enable precise measurement of AI performance improvements. These frameworks help AI labs and agent developers validate model advancements rigorously, addressing limitations in conventional evaluation approaches and supporting reproducible, high-confidence results.

"AI labs, companies building AI agents, and institutional investors are our core customers. They require a level of data quality and evaluation rigor that goes far beyond what's available through conventional data providers," said Daniel Blay, Founder of Cobalt AI. "These organizations need access to expert-curated datasets from world-class professionals, physicians at Mayo Clinic, senior executives at SpaceX, and robust evaluation frameworks that can actually measure AI capability improvements. Our platform bridges that gap by providing proprietary expert data combined with evaluation tools not available elsewhere."

Target Users and Strategic Value

The infrastructure directly supports the development and validation needs of leading AI research labs pushing boundaries in artificial intelligence. For companies focused on autonomous AI agents, it supplies the specialized data and evaluation resources required for safe, reliable deployment. Institutional investors benefit from enhanced due diligence capabilities when assessing AI opportunities, leveraging expert-curated insights and structured methodologies.

Headquartered in San Francisco, Cobalt AI positions itself as a key enabler in the evolving AI ecosystem, combining deep domain expertise with advanced data infrastructure to accelerate progress in AI research, agent development, and informed investment decisions.

About Cobalt AI

Headquartered in San Francisco, Cobalt AI builds data infrastructure for artificial intelligence development and investment. The platform combines expert-curated datasets from leading professionals with evaluation frameworks and data tools to support the world's leading AI labs, companies building AI agents, and institutional investors.

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