We turn enterprise AI from a 9-month science project into a production system that ships in 90 days.

CONE RED is an applied AI lab that builds production-grade AI systems for enterprise — fast, durable, and yours to operate.

We don't sell slideware or one-off consulting hours. We build the architecture that makes AI durable in production: systems you can instrument, swap layer by layer, and hand to your team to run. Where a consultancy bills for complexity, we engineer it away.

Recent work includes a financial reconciliation pipeline for a European payments operator — replacing hand-built parsers across 13 banks with an OCR + LLM prompt-registry architecture, live with production users on a recurring monthly close. Our stack spans modern OCR, LLM orchestration, retrieval, agent execution, observability, and full CI/CD deployment (Next.js, Docker, Sentry).

Founded by operators with deep enterprise engineering roots, CONE RED partners with regulated and data-heavy businesses that need real, deployable AI — not experiments. Book a lab intake to get a technical read on your build.

CONE RED

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CONE RED

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