Data Flows Like Water

A modern powerful reporting & analytics platform for legacy systems

Overview

Legacy systems shouldn’t limit your ability to innovate. Aquaduct by Datastack is a next-generation data integration and analytics platform built to bring real-time insights, advanced reporting, and intuitive dashboards to environments where traditional systems fall short.

Originally developed to enhance GoBeyond’s Well Family System (WFS), Aquaduct is designed with reusable, modular architecture, open-source stack making it easy to extend these capabilities to other legacy platforms.

The result? Modern analytics without costly migrations or disruption to your existing workflows.

Aquaduct is more than just an analytics add-on; it’s a transformational data layer that unlocks the power of your hidden data to enable your clients to make data-driven decisions—seamlessly and securely.

Well Family System (WFS) has been a cornerstone in public healthcare for decades, ensuring reliable operations for maternal and child health programs. However, as data demands grew, the need for faster reporting, interactive dashboards, and real-time insights became clear. Traditional reporting processes in WFS, while accurate and dependable, often struggle to deliver the speed and flexibility that modern organizations require.


To address this challenge, Datastack created Aquaduct—a powerful, modular analytics layer built on top of WFS, designed to deliver modern reporting and visualization capabilities without disrupting the stability of the existing system. 
With Aquaduct, your organization can also harness the power of advanced analytics and interactive visualizations, while preserving the operational continuity and trust you have built over the years.

Why we built Aquaduct?

Why Choose Aquaduct?

  • Modern Analytics, Legacy Stability

    Enhance your reporting and decision-making with state-of-the-art analytics while maintaining the proven reliability of your existing systems. There is no need for risky migrations or to dismantle tried-and-true infrastructure.

  • No Disruption to existing operational system

    Aquaduct operates harmoniously alongside your legacy systems. All the existing workflows and processes remained intact, meaning your team experiences no downtime or interruptions. You get the full benefit of innovation without the pain of transition.

  • Scalable & Future-Ready

    Built on open-source technologies, Aquaduct can grow with your organization. As data volumes and reporting needs expand, Aquaduct adapts—delivering performance today and scalability for tomorrow.

  • Cost-Effective by Design

    Aquaduct is built entirely on a proven open-source technology stack, ensuring zero licensing fees for the underlying software. This dramatically lowers TCO (Total Cost of Ownership) while delivering enterprise-grade performance.

Key Features

Features

Apache Flink ETL Layer .

Apache Pinot™ Data Warehouse

Apache Superset Dashboard

Dynamic Reporting Engine

Custom Data Feeds (CSV/XML)

Containerized Microservices (Docker)

Built Entirely on Open Source Stack

What it does

Extracts and transforms data from WFS transactional database (SQL Server).

Stores transformed data in a real-time, distributed OLAP engine for ultra-low latency queries.

Provides a modern, intuitive analytics dashboard with interactive visualizations.

Generates on-demand and scheduled reports directly from the data warehouse. Eliminates delays in report availability.

Delivers tailored data exports for clients and external systems using REST-based APIs.

Modular, scalable architecture for flexible deployment and maintenance in your data center or your cloud.

Uses Apache and other open-source technologies with zero licensing costs.

Business Benifits

Faster insights – No waiting for overnight batch jobs, enabling timely decisions.

Instant analytics – Access data within seconds, even at high volumes. .

Better decision-making – Easy-to-use interface for exploring trends and metrics.

Immediate access to reports – No more waiting for reports to be generated; decision-makers get the insights they need instantly.

Seamless integration – Automated, customizable feeds reduce manual work and improve data flow.

Future-ready – Easily scale and upgrade without downtime or disruptions.

Cost savings – Lower total cost of ownership, no vendor lock-in, and freedom to innovate.

Built on a robust, modern architecture, Aquaduct leverages proven open-source tools and frameworks to deliver speed, scalability, and reliability:

Technology Stack

Unlock the Full Potential of Your Legacy Systems

Legacy systems often hold vast amounts of valuable data—but unlocking that data for modern analytics can feel impossible without major disruptions. Aquaduct changes that.
Built entirely on a high-performance, open-source stack, Aquaduct empowers organizations to transform static data into actionable intelligence through real-time dashboards, dynamic reports, and custom data feeds—all delivered quickly, securely, and at scale.
While our journey began by enhancing reporting for GoBeyond’s Well Family System in public healthcare, Aquaduct was designed to go beyond a single platform. Its modular, reusable architecture makes it the ideal solution for any industry—whether you’re in healthcare, pharmaceuticals, or other sectors—that needs faster insights without replacing stable legacy systems.
With Aquaduct, your data isn’t locked away. It’s working for you—driving smarter decisions, improved efficiency, and measurable results.