Training, eval, deployment, monitoring of ML and LLM systems. Reproducible runs, drift detection, cost-aware inference. Tuned for ai / ml startups — From the eval harness up. We help AI startups ship past the demo and into production — with cost ceilings, observability, and a real moat.
From the eval harness up. We help AI startups ship past the demo and into production — with cost ceilings, observability, and a real moat.
Training, eval, deployment, monitoring of ML and LLM systems. Reproducible runs, drift detection, cost-aware inference.
9+ years building outsourced product teams. Every engineer is a senior shipping production code — not a 5-person team with one architect on top.
We've shipped this in production. We design for it from day one — not as a retrofit.
We've shipped this in production. We design for it from day one — not as a retrofit.
We've shipped this in production. We design for it from day one — not as a retrofit.
We've shipped this in production. We design for it from day one — not as a retrofit.
We respond within 24 hours. NDA available on request.
