{"slug":"accolade-creates-seamless-healthcare-experiences-with-a-rag-solution-on-databricks","url":"https://findausecase.com/use-cases/accolade-creates-seamless-healthcare-experiences-with-a-rag-solution-on-databricks","title":"Accolade creates seamless healthcare experiences with a RAG solution on Databricks","description":"Healthcare technology company Accolade consolidated fragmented data from AWS Redshift and Snowflake into a Databricks lakehouse with Unity Catalog and built a RAG solution using the open-source DBRX model via Agent Bricks Custom Agents to help internal teams quickly and accurately answer complex member inquiries.","company":"Accolade","industry":"Healthcare","aiCapabilities":["Generative AI","Retrieval-Augmented Generation"],"technology":["Databricks Data + AI Platform","Unity Catalog","Agent Bricks","DBRX","Databricks Model Serving","Apache Spark"],"deployment":"Unknown","problemStatement":"Accolade's member data was fragmented across multiple platforms including AWS Redshift and Snowflake, hindering accurate member stratification, slowing internal teams' access to information and increasing operational costs.","solutionApproach":"Accolade consolidated data into a Databricks lakehouse architecture governed by Unity Catalog (supporting HIPAA compliance), then built a retrieval augmented generation (RAG) solution using Agent Bricks Custom Agents on the open-source DBRX model, deploying it via Databricks Model Serving as a RESTful API for real-time predictions.","businessValue":"The RAG solution let internal teams quickly and confidently answer complex member inquiries across diverse data sources such as PDFs, protocols and customer information, driving major productivity gains and giving teams greater transparency and control over ML costs and resources.","evidence":{"band":"high"},"sourceUrl":"https://www.databricks.com/customers/accolade","dates":{"publishedAt":"2026-09-11T09:04:05.078Z","publishedAtSource":"pipeline","updatedAt":"2026-09-11T09:04:05.078Z"},"license":"Open for reading and citing with a link to https://findausecase.com/use-cases/accolade-creates-seamless-healthcare-experiences-with-a-rag-solution-on-databricks. Bulk republication requires permission."}