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Delphina Raises $7.5M to Scale Its AI Analytics Context Factory

Unite.AI
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Delphina secured $7.5M in funding to expand its Context Factory, an AI agent system that automates building and updating business context for analytics by integrating data sources and expert approvals. The product launched on Nov 12, 2026, aiming to keep analytics definitions current and reliable through agent-driven maintenance workflows.

What happened

Delphina announced on November 12, 2026, that it raised $7.5 million in new funding and launched its Context Factory product. The Context Factory uses AI agents to automate the process of building and maintaining business context for analytics by integrating data from various sources and routing changes to experts for approval. The funding round was led by Radical Ventures and Costanoa, with participation from Tenacity Capital and several notable angel investors. The company plans to use the funds to scale the Context Factory and expand its sales and customer engineering teams.

Key details

  • Delphina's total funding now stands at $15 million.
  • The Context Factory product became available on November 12, 2026.
  • Investors include Radical Ventures, Costanoa, Tenacity Capital, Fei-Fei Li, Guido Imbens, and early employees from Anthropic and OpenAI.
  • Substack reports over 70% employee usage of the product, including its CEO.
  • The system uses per-user, read-only credentials and isolated microVMs for enterprise security.

Why it matters

Companies using analytics can now automate the maintenance of business context, reducing manual work and the risk of outdated definitions. Business teams and executives, not just data teams, are now able to get accurate analytics answers more quickly, as seen at customers like Substack, LATAM Airlines, and Coursera. Delphina's customers gain a system that keeps analytics definitions current and traceable, with expert oversight and security controls, potentially improving decision-making speed and reliability.

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