Case Study: Evidation achieves delivery of production-grade models in as little as six weeks with Domino Data Lab

Empowering Individuals to Participate in Better Health Outcomes

Evidation is a healthcare data company that uses patient‑generated health data from apps and wearables to measure everyday health for more than 4 million motivated individuals. As it expanded research and consumer-facing insights, the team found its homegrown and prior vendor platforms limited—causing slow data access, poor reproducibility, inflexible tooling, and difficulty scaling compute for high‑frequency data—so it needed seamless data access, openness for experimentation, reproducible collaboration, and efficient resource provisioning.

Evidation implemented Snowflake as a centralized data warehouse and feature store and Domino for end‑to‑end Enterprise MLOps, giving teams secure, permission‑based access to curated data, modern libraries and GPU compute, model management, deployment pipelines, and monitoring. The change cut onboarding from weeks to under a day, delivered production‑grade models in as little as eight weeks, accelerated development and reproducibility, and scaled the team’s ability to serve more clients and provide timely health insights.

Evidation

Biz Phillips

Senior Health Data Scientist