Theia Insights

What Theia Insights does

Theia Insights is a deep tech company building AI-native dynamic ontology for global financial markets. They provide Dynamic Industry Classification, Thematic Factor Models, and Concept2Universe, which are foundational technologies for the global investment industry. Their products and solutions are built upon academic and proprietary research, harnessing the latest developments in AI, machine learning, Natural Language Processing (NLP), Large Language Models (LLM), and advanced financial mathematics. Theia Insights aims to build category-defining technology to serve the needs of a rapidly evolving world and ever-changing investment landscape, helping both humans and AI see the economy clearly.

Products

• Industry Classification (TIIC)Reveals what companies actually do, continuously updated, multidimensional, and free from single-label constraints. Covers 50,000+ public companies and 33,000+ private companies with a self-learning taxonomy across 10 sectors down to 3,200+ micro themes. Provides 13+ years of historical data with monthly company exposure updates and quarterly taxonomy updates.
• Thematic Factor Model (TFM)Decodes stock movements through 200+ thematic and style factors, enabling sophisticated attribution and risk management. It's a global factor model with daily updates that breaks down stock returns into thematic and style factors.
• Concept2Universe (C2U)Transforms investment ideas into actionable universes, identifying both established leaders and emerging players with evidence-based rankings. It translates custom concepts into a custom taxonomy and an explainable universe of relevant companies, enabling fast and accurate universe creation with dynamic updates and evidence.
• Theme Watch Indices (TWI)Offers daily returns across 200+ themes and global regions, providing a real-time view of the thematic landscape. Used to discover emerging, top-performing, and underperforming themes.
• C2U FlashA tool to test thematic hypotheses and generate baskets in seconds.
• C2U ResearchProvides a ranked, scored company list with exposure breakdowns and evidence.

Key capabilities

• Dynamic Industry Classification
• Thematic Factor Models
• Concept2Universe
• AI-native dynamic ontology
• Continuously updated classification
• Multidimensional classification
• Free from single-label constraints
• 200+ thematic and style factors
• Daily returns across 200+ themes and global regions
• 50,000+ public companies coverage
• 33,000+ private companies coverage
• One-to-many mapping
• Self-learning taxonomy
• Global coverage across all market capitalizations and regions
• 13+ years of historical data
• Monthly updates on company exposures
• Quarterly updates on taxonomy micro themes
• Five-tier taxonomy (10 sectors down to 3,200+ micro themes)
• Cross-asset consistency (public and private markets)
• Fast to market universe creation
• Dynamic rebalancing
• Transparent methodology
• Global factor consistency
• Granular exposure decomposition
• Precise thematic peers
• Thematic hedging & risk overlay
• Explainable baskets
• Sales acceleration tools

Use cases

• Stock & Fund Screening
• Index & ETF Creation
• Portfolio Analysis & Risk Management
• Thematic Screening
• Portfolio Exposures
• Peer Analysis
• Theme Trends
• Discover High Conviction Themes
• Build Evidence-Based Thematic Universes
• Monitor, Optimise, and Launch Thematic Products
• Public Comparables for Private Valuation
• Deal Sourcing and Competitive Landscape Mapping
• Cross-Asset Indices and Portfolio Construction
• AI-Native Search and Discovery Across Private Markets
• Build Thematic Baskets Fast, and Explain Them Clearly
• Thematic Risk, Hedging & Alpha Strategies
• Equip Sales with Clarity, Credibility & Speed
• Signal Generation for systematic trading strategies
• Portfolio Intelligence (validate investment theses, discover emerging themes, balance thematic exposures)
• Risk Management (monitor and control thematic exposures)
• Thematic Rotation & Timing
• Thematic Alpha Signals
• Risk Control and Thematic Hedging
• Position and Portfolio Exposure Decomposition
• Thematic Index Creation
• Portfolio / ETF Construction
• Custom Benchmarking
• Market Research
• Theme Discovery & Exploration
• ETF and Product Comparison
• Create Personalised Portfolios for Clients
• Ongoing Monitoring and Education

AI approach

Theia Insights builds AI-native dynamic ontology for global financial markets, providing solutions like Dynamic Industry Classification, Thematic Factor Models, and Concept2Universe. Their products are built upon academic and proprietary research, harnessing AI, machine learning, Natural Language Processing (NLP), and Large Language Models (LLM) to analyze financial data and company activities.

Tech named: Artificial Intelligence, Machine Learning, Natural Language Processing (NLP), Large Language Models (LLM), advanced financial mathematics

Industries served

• Index & Asset Management
• Investment Banks
• Hedge & Quant Funds
• Wealth Platforms & Advisors
• Private Equity
• Venture Capital

What it says sets it apart

• AI-native dynamic ontology
• Continuously updated classification
• Multidimensional classification, free from single-label constraints
• Covers both public and private companies within the same taxonomy for cross-asset comparability
• Goes beyond traditional sector boundaries to reveal true business activities
• Provides 13+ years of historical data
• Self-learning taxonomy
• Ability to transform investment concepts into scored, evidence-backed universes of companies
• Decomposes market movements into interpretable thematic drivers
• Enables precise mapping of complex business relationships
• Offers real-time theme monitoring
• Focus on explainability and transparency in thematic investing
• Rapid creation of thematic baskets and universes (minutes, not weeks)

Funding rounds we track

From the AI funding tracker — rounds as reported by the linked publications.