Databricks
Case Studies
Transforming Health Insurance: Collective Health's Data Integration with Delta Live Tables and Structured Streaming
Overview
Transforming Health Insurance: Collective Health's Data Integration with Delta Live Tables and Structured StreamingDatabricks |
Platform as a Service (PaaS) - Application Development Platforms Robots - Parallel Robots | |
Healthcare & Hospitals Oil & Gas | |
Quality Assurance | |
Track & Trace of Assets Usage-Based Insurance | |
System Integration | |
Operational Impact
The implementation of Delta Live Tables and Structured Streaming has significantly improved Collective Health's data integration process. The company can now ingest files incrementally, which saves time and resources. The use of validation tools and pipeline visualization has enhanced the quality of incoming records, ensuring that the data is reliable and accurate. The ability to track occurrences of null values in non-nullable columns has also improved data quality. Moreover, the use of Structured Streaming has optimized the use of compute resources, as the company no longer needs to keep these resources running all the time. Overall, the solution has provided Collective Health with a robust, scalable, and efficient data integration architecture that supports their mission to revolutionize health insurance. | |