We help payer organizations, health IT vendors, and healthcare operations teams architect and deploy intelligent systems that actually work — built on deep claims data knowledge, not just algorithms.
Start a ConversationZenovate LLC is a healthcare data and AI consulting firm based in the Washington, D.C. metro area. We specialize in helping healthcare organizations move from AI experimentation to production-grade deployment.
Our founder brings 10+ years of hands-on experience in enterprise healthcare data engineering — working with claims datasets at billion-row scale, building production pipelines, and architecting analytics platforms for one of the nation's largest health plans.
We combine rare cross-disciplinary depth — spanning data engineering, financial analysis, and applied AI — with the practical knowledge of how healthcare data actually works: the messy business logic, the edge cases in claims adjudication, the compliance requirements that generic AI consultants overlook.
Conversational AI agents that handle member inquiries, benefits verification, claims status lookups, and prior authorization workflows — replacing rigid IVR systems with intelligent, context-aware interactions.
AI-assisted claim filing tools that guide providers through complex submissions, auto-validate against payer rules, flag potential denials before submission, and reduce rework cycles.
End-to-end migration of legacy healthcare data systems — SQL Server, SAS, on-prem warehouses — to modern cloud-native platforms like Databricks, with AI-assisted code translation and pipeline development.
Automated data quality monitoring, anomaly detection, and claims analytics dashboards built on top of your existing data infrastructure — turning billions of rows into actionable intelligence.
AI-powered tools that interpret Explanation of Benefits documents, medical coding outputs, and regulatory filings — making complex healthcare paperwork understandable for both operations teams and members.
Custom AI workflows for healthcare operations — from automated provider credential verification to intelligent routing of appeals and grievances — reducing manual intervention while maintaining compliance.
Deep expertise in medical claims adjudication, member coverage hierarchies, provider network management, pharmacy benefits, and payer operations. We understand the business logic behind the data — not just the tables and columns.
Production-grade AI implementations including conversational agents, RAG pipelines, document intelligence, and agentic workflows. Claude-native development with API integration, MCP connectors, and enterprise deployment patterns.
Billion-row dataset optimization, CTE-based query architecture, provider deduplication strategies, incremental data loading patterns, and cross-platform migration (SQL Server → Databricks, SAS → Python).
We work within our clients' existing cloud environments — AWS, Google Cloud, or Azure — architecting solutions that integrate with their infrastructure, security posture, and compliance requirements.