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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