AI Engineering
From RAG systems and agents to fine-tuned models and evaluation pipelines — production-grade AI woven into your product.
Models that ship, not slideware.
We design and operate AI systems that hold up in production: retrieval pipelines, autonomous agents, and tuned models wrapped in evaluation, guardrails, and observability. Every system is measured, versioned, and safe to iterate on.
Technologies
What you get
Production-first
Evaluation, tracing, and guardrails from day one — not bolted on after launch.
Frontier models
Claude, GPT, and open-weight models selected per task on cost, latency, and quality.
Owned IP
Clean prompts, eval suites, and data pipelines that your team can extend without us.
Measurable quality
Golden datasets and offline evals so every change moves a number you can trust.
A clear path from start to scale
Frame the problem
Define tasks, success metrics, and the eval set before a line of prompt is written.
Prototype & evaluate
Ship a thin slice behind evals, measure quality, iterate on retrieval and prompts.
Harden
Add guardrails, caching, fallbacks, and observability for real-world traffic.
Operate
Monitor drift, retrain on feedback, and tune cost-quality as usage grows.
Questions, answered
No. We build the system end-to-end and hand over clean documentation and evals so any strong engineer can maintain it.
Ready to get started?
Let's talk about how ai engineering can move your business forward.