Theia Insights, a Cambridge-based deeptech company building a dynamic classification system for global financial markets, has raised $8m in Series A funding, bringing its total raised to $14.5m.
The round was led by MiddleGame Ventures, an early-stage FinTech fund, with participation from Further Ventures and Unusual Ventures. The fresh capital will be used to drive expansion into new asset classes — beginning with private markets — as well as to deepen research and engineering capabilities and scale the company’s global commercial presence.
The funding addresses a structural gap Theia was built to solve: the absence of a real-time, accurate map of the global economy. Most financial institutions currently rely on static classification systems that assign each company a single industry label, which can remain unchanged even as the business fundamentally evolves.
Theia’s proprietary technology instead reads a wide range of company information — including regulatory filings, earnings transcripts, press releases and financials — and produces a continuously-updated, multidimensional breakdown of what a company actually does. Rather than a single label, a company might show varying percentage exposures across semiconductors, AI, data centres, cloud computing and autonomous vehicles, with those weightings updating automatically as new information emerges.
The company’s core products include its Dynamic Industry Classification system, the Concept2Universe tool for translating investment ideas into evidence-backed company universes, Thematic Factor Models, and Theme Watch Indices. These are already in use at a leading global index provider, a major bank, large asset managers and multi-billion-dollar hedge funds, powering research, portfolio construction, analytics and trading workflows.
The scale of the opportunity is underlined by Theia’s own research, which found that the number of public equities with commercial exposure to AI expanded from just 63 companies in 2013 to more than 2,900 in 2025 — a shift it argues is entirely invisible to legacy classification systems.
Theia Insights founder and CEO Dr Ye Tian said, “Financial markets are ultimately systems of resource allocation. To allocate well, we must first see the economy clearly, not in fragments but as an interconnected whole. Theia exists to map the unmapped, to make visible the structure of the global economy.”
Theia Insights president and chief revenue officer Isami Ito said, “Across financial information platforms, digital asset infrastructure and enterprise software, I’ve seen how shared definitions unlock network effects. Asset managers, index providers, banks and fintech platforms are increasingly looking for the kind of innovation that Theia provides to solve this structural challenge. The time for a shared ontology in capital markets has arrived
MiddleGame Ventures co-managing partner Patrick Pinschmidt said, “Financial markets still rely on static classification systems that have changed very little over the past several decades. Theia’s approach builds a dynamic, AI-driven map of a company, sector, or investment theme — providing game-changing tools for investors and AI systems to reason from. The strong early engagement from institutional investors — who prize genuine alpha and have little tolerance for innovation theatre — is an encouraging signal as the company accelerates investment in its product roadmap.”
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