AI Tech Stack · Market Landscape

ML Platforms & Data Science

A live map of the ML platforms and data science tooling teams use to build, train and manage models.

This is the most mature layer in the stack: only 41% of companies are at Seed or Series A, the lowest of the product categories, and it has the strongest European presence (30%). Classical MLOps and data-science platforms now sit squeezed between five hyperscalers above and the newer LLM tooling stack below.

The map is one large image. On a small screen the list below is easier to read.

Companies shown by their primary sub-sector. Funding figures are venture rounds only, sourced from Crunchbase; acquired companies are marked and excluded from the aggregate stats. Logos via logo.dev.