Enterprise Product Engineering
We build the AI products
that enterprises ship.
Senior product engineers building production AI for healthcare, fintech, and regulated industries with compliance-aware delivery.
WHAT WE BUILD
Four capabilities. Zero gaps.
We do these four things at an enterprise level. Not everything for everyone — specific capabilities that match how we actually win.
RESULTS
Proof of execution.
“What would have taken us 18 months was live in 12 weeks, with a 94% clinician adoption rate that none of our three previous vendors came close to.”
Chief Technology Officer, Multi-State Hospital Network · Reference available
HOW WE WORK
If you sign today, here's what happens Monday.
Three phases. Specific timelines. No ambiguity about what you get and when you get it.
Assess
2 weeksTechnical audit of your data, systems, and requirements. We map the landscape, identify risks, and deliver an architecture recommendation with a fixed-scope build plan.
Build
8–14 weeksSenior engineering team ships production code alongside your team. Weekly deploys, weekly demos. Compliance baked in from day one, not bolted on at the end.
Ship & Iterate
OngoingProduction deployment, monitoring, and continuous improvement. We stay embedded through launch and scale — your product grows, we grow with it.
TEAM DEPTH
Senior engineers who actually write code.
Every engagement is led by architects with 15+ years of domain experience. No junior staffing. No learning on your dime.
AI Product Engineering
Production ML pipelines, fine-tuned language models, and multi-agent orchestration. Our ML engineers come from health systems, trading desks, and research labs where precision is non-negotiable.
Cloud & Platform Modernization
AWS, GCP, Azure. Kubernetes at scale, infrastructure as code, zero-downtime deployments. Our platform team has migrated mainframes, replaced monoliths, and built systems processing billions of transactions.
Contact Center & Voice AI
Real-time transcription, sentiment analysis, intelligent routing, and autonomous resolution. Our voice AI team builds multi-agent systems deployed across healthcare payers, financial services, and telecom.
Healthcare & Regulatory Systems
Former health system CTOs and clinical informaticists. HIPAA, HL7/FHIR, SMART on FHIR, and clinical decision support. We have built and operated systems that serve millions of patients.
RESEARCH & PUBLICATION
Thinking that shapes the field.
Deep technical research and practical playbooks. Authored by engineers who ship production systems, not content teams.
Close the gap between
vision and shipped product.
Whether you're launching a net-new product, modernizing a legacy system, or evaluating us for investment — the first conversation is always free.