Thema

What Thema does

Thema is a UK-based AI infrastructure company that builds software for understanding market structure, primarily serving private equity investors and expanding into adjacent financial-services and consulting buyers. Its core product, the Portfolio Expansion Infrastructure platform, crawls and versions hundreds of terabytes of web data, resolves millions of entities, and algorithmically discovers market structure, adjacencies, and competitive dynamics that the company states do not exist in any conventional database. The platform is delivered through a five-step workflow (define the question, map market structure, explore expansion paths, pressure-test strategy, and produce IC-ready views) and supports three use cases: portfolio risk, platform expansion, and market origination.

The underlying technology is differentiated by a proprietary entity-resolution engine and a continuously updated 'living map' of the global economy, with co-founder Dr. Dimo Angelov (creator of the Top2Vec NLP technique) and a University of Cambridge research partnership providing AI research depth. The product handles structured data (entity graphs, funding events, acquisitions) and unstructured text (web sources) and is designed to surface non-obvious adjacencies and emerging risk that the company claims traditional data providers and LLMs miss.

Thema operates an enterprise field-sales motion with a 'Book a demo' CTA and per-project subscription pricing that supports both static and living tiers. The company is headquartered in Spitalfields, London, with a registered office in Worthing under Thema AI Limited, and is privately held following a February 2026 funding package of $6.2M (a $4.5M pre-seed led by Stride.vc plus a $1.7M UK government grant via Cambridge).

Name

Thema

Legal name

Thema AI Limited

Website

https://thema.ai

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

11–50 employees

Short description

Thema builds an AI platform that algorithmically maps market structure from web data to help private equity firms (and select banks and consultancies) assess portfolio risk, identify expansion paths, and originate new platform investments.

Ownership category

akta.pro rank

Product category

AI Market Intelligence Software

NAICS

Software Publishers (5132), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

SIC

Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)

akta.pro secondary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

Keywords

• Market intelligence software
• Private equity analytics
• AI market mapping
• Entity resolution platform
• Portfolio risk analytics

Headquarters

HQ city

Spitalfields

HQ country

United Kingdom

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. AI-Powered Market Intelligence Platform: Subscription-based access to the AI platform providing market intelligence for private equity investors. Priced per project with enterprise engagements.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels3 records

Core offering

Thema provides an AI-powered infrastructure platform that crawls and versions hundreds of terabytes of web data, resolves millions of entities, and algorithmically discovers market structure for private equity investors. The platform delivers three integrated use cases — Portfolio Risk, Platform Expansion, and Market Origination — through a single workflow that produces IC-ready views of markets, expansion paths, and competitive dynamics.

Product overview

Thema offers a unified Portfolio Expansion Infrastructure platform — a single AI system that provides three integrated use cases: Portfolio Risk (spotting shifts and emerging risk across holdings), Platform Expansion (identifying adjacencies and IC-ready expansion paths), and Market Origination (finding new platforms and buy-and-build opportunities across fragmented markets). The platform uses a five-step workflow (Define Question, Map Market Structure, Explore Expansion Paths, Pressure-Test Strategy, Produce IC-Ready Views) applied consistently across all use cases, with pricing structured on a per-project basis as either static reports or living/dynamic views.

Differentiator

Problem solved

Functional benefit

Products and services

• Portfolio Expansion Infrastructure Platform An AI platform that crawls and versions hundreds of terabytes of web data, resolves millions of entities, and algorithmically discovers market structure. Built for private equity firms to assess portfolio risk, identify expansion adjacencies, and source new platform and buy-and-build opportunities across fragmented markets. Delivered as per-project engagements in either static or living configurations.

Quantifiable outcome

• Creates market map incredibly fast - noted as computationally hard problem

Named customers5 records

Segments1 record

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature5 records

Partnerships

One partnership is on record.

• University of CambridgecoreStrategic or Co-development Partner · 24 February 2026Research partnership delivering the $1.7M UK government grant. Provides academic research support and validation for the AI platform development.

Scale indicators3 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• AlphaSense: Enterprise market intelligence platform using AI/NLP to search across proprietary research, filings and broker reports. Most directly comparable to Thema as a paid AI platform sold into strategy, consulting and financial services workflows on per-seat or enterprise terms.
• Grata: AI-driven deal sourcing and market mapping platform purpose-built for private equity. Highly comparable as a PE-focused market intelligence tool that surfaces adjacencies and targets, though Grata is sourcing-led whereas Thema frames itself as market-structure infrastructure.
• Affinity: Relationship intelligence and deal pipeline platform for PE and VC. Comparable because it is sold into the same PE buyer workflow and uses AI to organise network and company data, although Affinity is CRM-centric rather than market-structure-centric.
• SourceScrub: Private company data and deal origination platform for PE and M&A teams. Comparable target customer (PE/M&A) and overlapping data layer (companies, funding, ownership), though it is more sourcing-oriented than Thema's market-structure mapping workflow.

Emerging players

• Tegus (now part of AlphaSense): Expert-call-based research platform for fundamental investors and PE teams. Comparable buyer base and use case (PE due diligence and market understanding), but built on human expert transcripts rather than algorithmic web crawling.
• Tracxn: Private market data and intelligence platform covering companies, funding and sectors. Comparable as a market-structure-style dataset sold to investors and strategics, though narrower in PE-specific workflows than Thema.
• Preql: Data analytics and reporting platform purpose-built for PE firms. Comparable buyer (PE operating teams) and use case (portfolio monitoring and value creation), though Preql focuses on portfolio KPI analytics rather than external market-structure mapping.

Broad incumbents

• CB Insights: Market intelligence platform for corporate strategy, PE and VC. Comparable because it sells AI-driven market maps, adjacency analysis and origination to similar PE and corporate development buyers, although it is broader and more established.
• PitchBook: Dominant PE/VC data platform owned by Morningstar. Comparable as the incumbent dataset and workflow tool that PE firms use today for sourcing and market structure, against which Thema positions itself as the 'market structure' layer.
• Crunchbase: Public company/funding intelligence database widely used by PE and corporate development teams. Comparable as a structured data source on companies, acquisitions and funding — the same entities Thema is resolving from raw web data.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/thema-ai

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds2 records

Investors4 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Thema