Applied AI for industries where precision is non-negotiable.
Sixteen years shipping production systems, from venture-backed startups through acquisitions to regulated industries. Agent frameworks, RAG pipelines, fine-tuned solutions built for audit trails, not pitch decks.
Structured AI Development
From startup MVP to regulated enterprise, we bring engineering discipline to AI development. The same structured methodology behind our open-source tooling drives every engagement: validated requirements, auditable pipelines, production resilience. Whether you're shipping your first AI feature or navigating compliance, the process scales.
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Arness, our open-source toolkit for Claude Code, takes projects from business idea through validated prototype to production deployment. The engineering practices refined across years of production delivery, MIT-licensed and open for inspection. Show, don't tell.
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Led by a principal with over twenty years building production systems, from venture-backed startups through successful acquisitions to regulated enterprise. Former CTO, open-source contributor, hands-on engineer. We maintain a curated network of senior professionals, assembled per engagement. Fewer engagements. Better people.
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