AI Engineering, Embedded

We build production AI systems
across industries.

Embedded engineering squads and fractional technical leadership for organizations where AI meets compliance, clinical reality, or financial risk.

We rebuilt a digital-health platform to scale from 5,000 to 3M+ members in 90 days.

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Our team has built systems at
Diathrive HealthHCA HealthcareGuiding Patients

Where we work.

Healthcare

Vendors, payers, TPAs, and health systems. Our roots.

Logistics & Supply Chain

Forecasting, routing, warehouse automation.

Fintech & Insurance

Underwriting, fraud, claims, compliance.

SaaS & Technology

AI product development, platform modernization.

Five capabilities. One embedded model.

AI Platform Engineering

Decision support, predictive models, and customer facing AI, from clinical tools to consumer and operational products.

Data Infrastructure

Pipelines, cloud architecture, and system integrations, whether that means FHIR and claims data or ERP, CRM, and event streams.

Intelligent Automation

Claims, eligibility, and underwriting, plus document processing and operations workflows across any business.

Staffing

Fractional CTO and embedded engineering leadership, plus direct staffing for technical, data, and AI roles.

Data Literacy & Change Management

Hands-on training, data literacy programs, and change management so your team owns and operates what we build long after launch.

Built by operators from HCA Healthcare, Oracle Health, and Cerner. We've run the systems we build, not just built for them. Meet the team →

Tell us what you're trying to build.

We'll respond within 24 hours with an honest read on whether we can help and how fast.

We read every message and reply personally.