Consolidating Dispersed Data for Comprehensive Analytics

About this project

Our client, navigating through the complexities of data scattered across multiple sources, sought a streamlined, integrated solution. The challenge was not merely to consolidate this diverse data but to make it actionable and insightful through effective reporting tools.

Embracing this challenge, we leveraged our advanced data engineering skills to gather, standardize, and store data from varied sources into a singular, integrated data warehouse. But the process didn’t end there; from this consolidated data, we created data marts tailored to specific reporting needs. With a vision for comprehensive analytics, we then utilized a third-party analytics tool to craft multidimensional reports, serving the unique requirements of each management tier, from the CEO to departmental heads, clinical staff, and front office personnel.

Domain & Technology
Our Services Include


CHWE reached out to the Sobah team for this project after failing to get required delivery from 3 different partners in the past.

This problem involves data sources from over 50,000 different sources, where most of the data is unstructured.

Additionally, the user experience of the portal required encouraging citizens to be involved in their politics – a challenge that has eluded younger generations over the last few decades. Most importantly, the initiative is non-partisan and required completely neutral and data driven content to avoid any bias in the insights provided to the citizens.


The client required our team to conduct a thorough and careful study of data sources, architectural choices and innovative search engine optimization techniques. Product involved a sophisticated phased roadmap required to be delivered over a period of years. The core requirement was to build a highly scalable, adaptable and agile product framework and architecture. We were also tasked with engaging content writers to deliver thousands of articles for educating citizens on various topics related with their politics and society. Product envisioned additional roles and content created for analysts and institutions that require bulk data and deeper insights using data analytics and AI.

Our team
The results echoed the success of our approach. With the consolidated data warehouse in place, stakeholders at every organizational level found themselves empowered with reports tailor-made for their roles and responsibilities. This transformation from scattered data to actionable insights facilitated informed decision-making across the board, enhancing the organization’s overall efficiency and data-driven strategies.

Got an idea?

Let's participate in the process of creation