Advanced reporting and analytical insights framework

Business Problem

Data is available across the system; however, it is mainly presented as raw figures without deeper analytical interpretation.
From a management perspective, there is limited visibility on trends, performance gaps, root causes of challenges, and forward-looking indicators.
Without structured analysis, it becomes difficult to clearly assess business health, identify areas that require improvement, and confidently make strategic decisions.

Wished Result

Enhance the reporting framework to include analytical capabilities that transform existing data into meaningful insights.
This includes structured analysis, trend evaluation, performance benchmarking, and predictive indicators that support better forecasting and decision-making.
The objective is not to add more data, but to extract more value from the data we already have.