Industry Solutions
Healthcare & Technology
HIPAA-compliant AI systems, clinical data pipelines, and scalable platform engineering for healthcare providers, payers, and enterprise technology companies. We help organizations navigate the intersection of complex data requirements, patient safety obligations, and the rapid pace of AI innovation.
Healthcare AI requires a different standard of rigor — both technically and ethically. Systems must perform reliably across diverse patient populations, integrate with complex clinical workflows, and meet obligations that go beyond standard enterprise software requirements.
Healthcare Solution Areas
- Clinical data pipeline design: HL7 FHIR integration, EHR data normalization, real-world data (RWD) platforms, and clinical data warehouses
- HIPAA-compliant AI architecture — de-identification pipelines, role-based access controls, audit logging, and BAA-aware vendor selection
- Population health analytics and predictive risk stratification models for care management programs
- Care coordination and utilization management AI systems — prior authorization automation and readmission prediction
- Claims analytics and payment integrity systems for payers
- FDA Software as a Medical Device (SaMD) architecture and documentation frameworks for regulated AI
Technology Company Solution Areas
- Platform engineering: scalable API platforms, developer infrastructure, and multi-tenant SaaS architecture
- AI product strategy and technical roadmap for health tech and enterprise SaaS companies
- Data infrastructure design for analytics products — event tracking, data warehouse, and customer-facing analytics
- ML platform engineering for AI-native products: feature pipelines, model serving, and experimentation frameworks
Outcome
Compliant, production-ready healthcare AI systems with clear audit trails, validated model performance, and integration into clinical workflows that practitioners will actually use.