Zenovate helps healthcare, research, and small-business teams turn messy data and domain-heavy workflows into practical AI-enabled systems, from data architecture to internal tools, automation, and advisory.
Start a ConversationZenovate is a senior cross-disciplinary team with 12+ years average industry tenure. Our bench includes engineers, data scientists, research postdocs, and legal & economics advisors working as one extended team across our three practice areas.
We bring the kind of cross-discipline depth that's rare under one roof: production-grade engineering, applied research literacy, and the regulatory and economic context that shapes how systems actually get used.
Engagements have spanned enterprise healthcare data, applied AI for small businesses, and research-backed advisory for emerging companies and policy work.
Built small and senior by design: fewer handoffs, faster cycles, and decisions made by the people doing the work.
Claims analytics, payer operations, EOB and document intelligence, and migrations from legacy data platforms (SQL Server, SAS, on-prem warehouses) to modern cloud-native stacks. We've worked with the messy adjudication logic, edge cases, and compliance requirements that generic AI consultancies tend to miss.
Engagements have included claims datasets at billion-row scale.
Practical AI systems for businesses without enterprise data teams: agents, internal automations, document intelligence, knowledge bases, and lightweight data pipelines. We design for the constraint that one or two people will need to maintain it long after we've handed off.
Research-grade analysis for product, policy, and regulatory questions. Deliverables include market and policy research, economic modeling, structured white papers, product due diligence, regulatory landscape reviews, and AI-assisted research workflows.