The base of the ecosystem. WellStack’s out-of-the-box Medallion Architecture and pre-built data models ingest, normalize, and harmonize virtually any source — clinical and EHR/FHIR, claims and eligibility, HR and workforce systems like Workday and UKG, patient-experience data like Press Ganey, plus operational and unstructured data — into a single trusted source of truth. Because it’s healthcare we also handle workflow failures, not model failures, on everything that’s hard.
A layer of AI agents does the data engineering itself. They parse incoming source data, map local codes to standard value sets, connect records across systems, and validate the work as they go, so what once took an engineering team months of manual pipeline work now happens continuously in the background. The data is ready the moment a question is asked.
Configurable lego blocks assembled for your personalized optimization strategy. Pre-built analytics modules designed for healthcare’s most critical use cases — ready to deploy, easy to customize.
Each module combines domain expertise with data science best practices, complete with purpose-built dashboards and visualizations that deliver measurable ROI faster than building from scratch.
The human-facing layer of the platform. The Agentic Analyst Toolkit lets users ask complex questions in natural language, run self-service analysis, and get answers without waiting on a data team — putting a Forward Deployed AI-Enabled Analyst in the hands of every team that needs answers.
Every insight traces back to governed, validated data in your Medallion Architecture
Pre-built models and pipelines mean insights in weeks, not quarters
Works with your existing cloud platform and AI tools, no vendor lock-in
Transform your healthcare data into autonomous intelligence
