A 5-day engagement that maps your data, surfaces high-ROI AI candidates, and recommends a pilot — fixed price.
Read the briefFrontier-class models on isolated infrastructure — your data never leaves the perimeter.
Explore the stackBespoke models, fine-tuning, evaluation harnesses, deployment pipelines.
When off-the-shelf models don't fit, we build the ones that do — fine-tuned, evaluated against your ground truth, and deployed to production. No research-project drift; every engagement targets a shippable system.
Evaluation is not an afterthought: we build the harness first, so quality is measured from day one.
The right open-weight or commercial base, tuned to your task.
Ground-truth evals that gate quality before and after launch.
Training and feedback data pipelines that keep models fresh.
Production serving with observability and rollback.
Validation, safety, and refusal calibration.
Code, weights, and runbooks transferred to your team.
We agree the task and build the eval harness before training anything.
Select and fine-tune the model against your data and evals.
Production serving with observability, guardrails, and rollback.
Weights, code, and runbooks transferred — you own it.
Start with a fixed-price 5-day Readiness Assessment or a 6-week pilot. Senior engineers, measurable evals, and a system you own on handover.