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 stackProduction observability, safety harness, drift detection, cost optimisation.
Shipping a model is the easy part; keeping it good in production is the job. We build the observability, evaluation, and drift detection that keep AI honest — and the cost controls that keep it affordable.
If you can't measure it, you can't trust it. We make production AI measurable.
Traces, latency, and quality dashboards for every model and agent.
Ongoing grading against ground truth, with regression gates.
Catch data and quality drift before users do.
Guardrails, validation, and incident playbooks.
Right-sizing, caching, and routing to cut spend.
Versioned, tested, reproducible deployments.
We add tracing, evals, and dashboards across your AI systems.
Regression and quality gates stop bad versions reaching users.
Drift and cost monitoring with alerting and playbooks.
Ongoing cost and quality tuning.
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.