When Requirements Seem Clear — But Aren’t

The project started with what looked like a clearly defined request from the business: “We need a new reporting dashboard.” The stakeholders were confident about their needs, and the development team was ready to begin. On paper, everything seemed aligned.

However, during the first workshop, it became clear that each stakeholder had a slightly different understanding of what the dashboard should achieve. Some focused on operational metrics, while others expected strategic insights. This misalignment was not initially visible in the written requirements.

As a Business Analyst, the first step was to slow down the process. Instead of jumping into solution mode, the focus shifted to understanding the real problem behind the request. Why was the dashboard needed? What decisions should it support?

Through a series of structured interviews, it became evident that the core issue was not reporting, but the lack of a shared data interpretation across teams. Different departments were using the same data in different ways. This created confusion and inconsistent decision-making.

Mapping the AS-IS state helped visualize how data was currently collected, processed, and used. It also revealed several inefficiencies and duplicated efforts. Stakeholders began to see the bigger picture for the first time.

The TO-BE state was then defined not just as a dashboard, but as a unified reporting approach. This included standardized definitions, aligned KPIs, and clear ownership of data sources. The solution evolved significantly compared to the initial request.

Importantly, no “perfect” answer was delivered immediately. Instead, the process focused on iterative validation. Prototypes were tested, feedback was gathered, and adjustments were made continuously.

This case highlights a common BA challenge: requirements are rarely as clear as they first appear. The real value lies in uncovering hidden assumptions and aligning perspectives.

In the end, the success of the project was not the dashboard itself, but the shared understanding it created.