AI Product & Tools Development

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We build production AI products — custom LLM apps, RAG pipelines, evals and guardrails, streaming UIs, and multi-model routing on OpenAI and Claude.

End-to-end development of AI-powered products, features, and APIs, including LLM application architecture, RAG pipelines, evaluations and guardrails, streaming UIs, multi-model routing, and usage metering.

We build the AI product you ship — custom LLM apps, AI features inside your existing app, and inference APIs. Evals, guardrails, and cost controls go in from day one, so it holds up when real users hit it, not just in the demo. You get a deployed product, not a notebook.

Senior AI engineers who ship production LLM systems — founder-led, no prototype-and-run.

We build the parts that decide whether real users trust it — grounding, evals, guardrails, and cost controls — so it works past the first click, not just in the pitch.

We build the AI product you actually launch, not a demo that breaks the first time a real user does something unexpected.

RAG pipelines with hybrid retrieval and citations, so the model answers from your knowledge instead of inventing plausible fiction.

Regression evals, LLM-as-a-judge checks, and guardrails from day one, so quality is measured, not hoped for.

Streaming responses, multi-model routing, and caching tuned so the product stays fast and the token bill stays sane.

Built for teams shipping AI, not just talking about it

If you have an AI product to launch — or a feature your users will actually touch — this is the team that gets it into production.

Ship a fundable AI product with grounding, evals, and cost controls built in from v1.

Add AI features your users touch — search, drafting, copilots — without a rewrite or a research detour.

Bring in senior AI engineers who ship production LLM systems, not a proof-of-concept that stalls.