San Francisco-based Snorkel AI has raised $350 million in fresh funding led by Insight Partners and S32, nearly tripling its valuation to $3.5 billion (up from $1.3B in May 2025).
Key Takeaways & Financial Metrics:
- Revenue Explosion: Annualized revenue run-rate crossed $350 million, up from ~$20 million a year prior, propelled by its Data-as-a-Service model launched in late 2025.
- Profitable Horizon: Expects to reach profitability this year while scaling enterprise, government, and frontier AI lab partnerships.
- Evolution to Agentic Data: Shifted from pure software sales to providing “agentic data platforms” — pairing tens of thousands of domain experts (coding, law, medicine) with specialized AI agents to generate high-stakes training data and RL environments.
- Top-Tier Backing: Participation from Addition, Greylock, and Wells Fargo, targeting expansion in coding datasets, third-party model evaluations, and new data modalities.
Highlighting the critical shift in AI development: superior, specialized synthetic-human hybrid data is the new core bottleneck for frontier models! 📊🤖