Theia Insights
Category: AI in Fintech
Theia Insights builds a dynamic, AI-driven ontology of the global economy for financial institutions, using NLP and knowledge graphs to map companies across multiple industry exposures in real time. Theia Insights was founded in 2022. The company is led by Dr. Ye Tian. Based in Cambridge, United Kingdom. Team size: 11-50. Total funding raised: $14.5M. Latest round: Series A. Key investors include Unusual Ventures, MiddleGame Ventures, Fidelity International Strategic Ventures, Clocktower Ventures, Further Ventures.
- Founded
- 2022
- Headquarters
- Cambridge, United Kingdom
- Team size
- 11-50
- Total funding
- $14.5M
Value proposition
Replaces static single-label industry classification systems (GICS/ICB) with a dynamic, AI-driven ontology that maps companies across multiple business exposures, enabling investors to see "who does what by how much" in real time.
Products and solutions
Dynamic Industry Classification (TIIC) — multidimensional, continuously updated company classification, Concept2Universe (C2U) — translates investment themes into evidence-backed company universes, Thematic Factor Model (TFM) — 200+ thematic/style factors for attribution and risk management, Theme Watch Indices (TWI) — daily returns across 200+ themes and global regions, Private Markets Classification
Unique value
Self-learning knowledge graph that models companies as multidimensional entities rather than forcing them into a single industry bucket, continuously updated from regulatory filings, earnings transcripts, and financial data.
Target customer
Global index providers, asset managers, hedge funds, investment banks, wealth platforms, fintech platforms, ETF issuers
Industries served
Financial Services, Asset Management, Investment Banking, Index & ETF Management, Hedge Funds, Wealth Management
Technology advantage
Proprietary combination of NLP, quantitative modelling, and knowledge graph architecture; self-learning ontology that ingests regulatory filings, earnings transcripts, and financial data; team of PhD scientists from Amazon Alexa, Cambridge, UC Berkeley; first-mover in applying dynamic AI classification to private markets.
How they differentiate
Unlike legacy classification systems (GICS, ICB) that assign each company a single static industry label, Theia's proprietary AI/NLP/knowledge graph approach creates a dynamic one-to-many mapping that updates continuously as companies evolve, providing multidimensional exposure analysis across 200+ themes.
Main competitors
MSCI (legacy classification/index), FactSet (financial data/analytics), SimCorp (investment management solutions)
Key partnerships
AWS Generative AI Accelerator (selected participant), Nasdaq (data distribution via TIIC database on Nasdaq Data Link), Fidelity International Strategic Ventures (strategic investor)
Notable customers
Leading global index providers (undisclosed), major banks (undisclosed), large asset managers, multi-billion-dollar hedge funds
Major milestones
2022: Company founded by Dr. Ye Tian, 2024-03: $6.5M Seed round led by Unusual Ventures with Fidelity International Strategic Ventures and Clocktower Ventures, 2024: Selected for AWS Generative AI Accelerator, 2026-03: $8M Series A led by MiddleGame Ventures, bringing total to $14.5M, 2026: Expansion into private markets classification
Market positioning
Infrastructure layer for financial intelligence — positioned as the "common ontology for global financial markets" enabling both human investors and AI systems to reason from consistent, auditable economic data.
Geographic focus
Global (HQ in Cambridge, UK; US presence via Delaware incorporation; expanding commercial presence globally)
About Dr. Ye Tian
Ex-PhD Research Scientist at Amazon Alexa (large-scale AI/NLP systems); PhD in Computational Linguistics from UCL
Latest news about Theia Insights
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Official website: https://www.theiainsights.com/