From fine-tuning open-source LLMs to building custom pre-trained models — with evaluation pipelines that prove it works in production.
We meet you at your current maturity level and build a clear path forward — from foundational implementation to research-grade capability.
Every engagement ends with working software, documented systems, and a team that knows how to extend them.
Production-ready fine-tuned or pre-trained weights, packaged with an optimized serving layer.
Bespoke evaluation suites built around your domain — not generic leaderboard scores.
Versioned, documented training code your team can own, re-run, and extend independently.
Hands-on handoff so your team understands the architecture, not just the outputs.
Book a 30-minute strategy session. We'll map your specific opportunity in foundation models, identify the highest-leverage starting point, and tell you exactly what an engagement looks like.
Usually responds within 24 hours
