- AI engineering for teams that need production, not demos.

We’re an AI solution engineering firm. We design, build, evaluate, and harden LLM systems end to end — from the first prompt to the production runbook.

Founded by engineers who've shipped and sold AI products. Our founder built a proptech startup offering AI-enriched real estate data APIs, operated it to a successful exit in 2023, and was previously part of startups acquired for over $100M with custom AI / ML and mobile applications at their core.

That track record is why we focus on systems that survive real traffic, real data, and real compliance requirements — not demos.

Prior startup exits with AI/ML products: $100M+
Founder exit: AI-native proptech SaaS: 2023
Cloud-native AI infrastructure: AWS / Azure / GCP

How we work - AI engineering, grounded in production reality

We build AI systems the same way we’d build any other production software: versioned, observable, tested, and deployed to infrastructure you already trust. No black boxes, no magic, no demo-ware.

Engineering first.
Prompts, evals, and data pipelines live in your repo and ship through CI. We treat AI systems as software, not science projects.
Evidence over vibes.
Every change is measured on your data — retrieval, faithfulness, cost, latency. Decisions come from numbers, not vendor demos.
Your cloud, your controls.
AWS, Azure, GCP. Private endpoints, scoped keys, audit trails, and cost governance from day one. Compliance-ready foundations on request.