Applied AI, shipped.
We build and deploy production-ready AI products that solve real-world problems. From medical logbooks to intelligent stock analysis, we ship the future of work.
Focused apps, not platforms.
A short loop. Evidence over opinions.
Find the smallest user job an AI app can own end-to-end. Skip the platform talk.
Hybrid retrieval — BM25 + dense, then rerank. Grounding before generation, always.
Offline goldens, online traces, human review loops. Evals are the moat.
Ship in days, harden in weeks. Latency is a feature; we treat it like one.
Planner-executor splits, with evals at the seams.
Single LLM calls fall over once you need real tools. We split the model into a planner that proposes a graph of steps and an executor that calls retrieval, screeners, and writers.
Between steps we run lightweight evals — schema, citation, and self-consistency — so a bad hop never silently rolls into the final answer.
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