Embedded engineering squads and fractional technical leadership for organizations where AI meets compliance, clinical reality, or financial risk.
Where we work
We embed where AI has to survive clinical, financial, and compliance review — not just a demo.
Vendors, payers, TPAs, and health systems — value-based care, population health, risk adjustment, and AI audit & readiness.
Demand forecasting, routing optimization, and warehouse automation built for real operational throughput.
Underwriting, fraud detection, claims, and compliance systems where financial risk and auditability are non-negotiable.
AI product development and platform modernization — from prototype to production-grade infrastructure.
Capabilities
We join your team as operators — shipping systems alongside you, not handing over slideware.
Production LLM and ML systems — pipelines, evals, guardrails, and the infrastructure to run them under real load.
The pipelines, warehouses, and governance that make AI trustworthy in regulated environments.
Workflow automation that removes operational drag while staying auditable and compliant.
Embedded engineering squads and fractional technical leadership that plug directly into your team.
We bring your people along — so the systems we build keep delivering after we're gone.
Who we are
Built by operators from HCA Healthcare, Oracle Health, and Cerner. We've run the systems we build, not just built for them.
That operating heritage is why our AI survives clinical reality, financial risk, and the audit — the places demos quietly fail.
Tell us where AI meets compliance, clinical reality, or financial risk in your business. We'll bring the squad.