Public Healthcare / Aquaduct
Real-time insights, sophisticated reporting and intuitive dashboards—without costly migrations or disruption to existing workflows.
The problem
GoBeyond's Well Family System has been a cornerstone of public healthcare for decades. As data demands grew, its traditional reporting—accurate and dependable—could not easily deliver the speed and flexibility modern organizations require.
The solution
Datastack and GoBeyond created Aquaduct: a powerful, modular analytics layer on top of the existing system, delivering modern reporting and visualization without disturbing its stability. Its reusable architecture extends the same capabilities to other legacy platforms.
Enhance reporting and decision-making with state-of-the-art analytics while keeping the proven reliability of your existing systems. No risky migrations.
Aquaduct runs alongside your legacy system. Existing workflows stay intact, so your team sees no downtime or interruptions.
Built on open-source technologies, Aquaduct grows with your data volumes and reporting needs.
A proven open-source stack means zero licensing fees for the underlying software and a dramatically lower total cost of ownership.
| Feature | What it does | Business benefit |
|---|---|---|
| Apache Flink ETL Layer | Extracts and transforms data from the transactional database (SQL Server). | Faster insights—no waiting for overnight batch jobs. |
| Apache Pinot™ Data Warehouse | Stores transformed data in a real-time, distributed OLAP engine for ultra-low latency queries. | Instant analytics—data within seconds, even at high volumes. |
| Apache Superset Dashboard | Provides a modern, intuitive analytics dashboard with interactive visualizations. | Better decisions—an easy interface for exploring trends and metrics. |
| Dynamic Reporting Engine | Generates on-demand and scheduled reports directly from the data warehouse. | Immediate access—no waiting for reports to be generated. |
| Custom Data Feeds (CSV/XML) | Delivers tailored data exports for clients and external systems using REST-based APIs. | Seamless integration—automated feeds reduce manual work. |
| Containerized Microservices | Modular, scalable Docker architecture for deployment in your data center or cloud. | Future-ready—scale and upgrade without downtime. |
| Open-Source Stack | Uses Apache and other open-source technologies with zero licensing costs. | Cost savings—no vendor lock-in, freedom to innovate. |
Legacy systems often hold vast amounts of valuable data—but unlocking it for modern analytics can feel impossible without major disruption. Aquaduct changes that.
Its technology stack draws on the best of open source—PostgreSQL, Apache Pinot, Talend, Apache Superset, Apache Flink, Docker and Kubernetes—so you receive enterprise-grade solutions without enterprise-level costs.
While the journey began in public healthcare, Aquaduct's modular architecture suits any industry that needs faster insights without replacing stable systems.
See how Aquaduct layers real-time dashboards and reporting over the systems you already trust.