Case Study: Leading Healthcare Software Company achieves enterprise reporting and real-time pharmacy analytics with Excellarate

A Healthcare Software Company Launches Enterprise Reporting For Pharmacy Chains

Leading Healthcare Software Company, a mid-sized Fort Worth-based provider of clinical software, business intelligence, specialty pharmacy, and related services to more than 10,000 pharmacies, needed a way to analyze data across individual stores and chains. Its legacy on-premise data warehouse could not scale, lacked ad-hoc querying, and took a week to process 3 billion records, making it difficult to deliver timely insights and recommendations.

Excellarate helped the client evaluate and implement Snowflake and Looker as the modern analytics stack, replacing the limitations of the legacy warehouse and Hadoop alternatives. The solution now powers enterprise reporting for pharmacy chains, ingests up to 20 billion records per day in under an hour, and supports near real-time data loads, enabling faster reporting, better decision-making, and scalable analytics across six pharmacy chains.