Aperture Sectors › AI Developer Tools › Data & ML tooling
Data & ML tooling funding
Data & ML tooling
A sub-sector of AI Developer Tools. Each company counts once, in its main sub-sector.
102 rounds, $1.4B raised by 88 companies, Jan 2, 2023 to Nov 14, 2026, 7% of AI Developer Tools capital. Top three companies: Hugging Face 17%, Anaconda 11%, Firecrawl 6%.
| Company | HQ | Capital raised | Rounds | Exit |
|---|---|---|---|---|
| Hugging Face | United States | $235M | 1 | — |
| Anaconda | United States | $150M | 1 | — |
| Firecrawl | United States | $90M | 2 | — |
| Prophecy | United States | $82M | 2 | — |
| Patronus AI | United States | $70M | 3 | — |
| Ollama | United States | $65M | 1 | — |
| Roboflow | United States | $40M | 1 | — |
| Striveworks | United States | $33M | 1 | — |
| Circuit | United States | $30M | 2 | — |
| Cleanlab | United States | $30M | 2 | Talent deal |
| KNIME | Switzerland | $30M | 1 | — |
| Voxel51 | United States | $30M | 1 | — |
| Luminal | United States | $28M | 2 | — |
| LlamaIndex | United States | $28M | 3 | — |
| Flower Labs | Germany | $24M | 2 | — |
| Nota AI | South Korea | $22M | 1 | — |
| Adaptive ML | United States | $20M | 1 | Acquired |
| Marqo | United States | $18M | 2 | — |
| Nixtla | United States | $16M | 1 | — |
| Probabl | France | $15M | 1 | — |
| DynamoFL | United States | $15M | 1 | — |
| Matta | United Kingdom | $14M | 1 | — |
| Prem Labs | Switzerland | $14M | 1 | — |
| AI Squared | United States | $14M | 1 | — |
| Polestar Analytics | United States | $12M | 1 | — |
| Company | Amount | Stage | Announced |
|---|---|---|---|
| Hugging Face | $235M | Series D | Aug 24, 2023 |
| Anaconda | $150M | Series C | Jul 31, 2025 |
| Firecrawl | $75M | Series B | Sep 22, 2026 |
| Ollama | $65M | Series B | Jul 9, 2026 |
| Patronus AI | $50M | Series B | Jun 25, 2026 |
| Prophecy | $47M | Series B | Jan 16, 2025 |
| Roboflow | $40M | Series B | Nov 19, 2024 |
| Prophecy | $35M | Series B | Oct 11, 2023 |
| Striveworks | $33M | Unlabeled | Jun 14, 2023 |
| Circuit | $30M | Unlabeled | Feb 18, 2026 |