Dashboards deliver visibility, decisions require more.

When good reporting projects still disappoint 

Many reporting and analytics initiatives deliver exactly what was requested. Dashboards are built, KPIs are agreed upon and users gain access to more information than ever before. 

Yet a few months later, new requests emerge. Additional reports are needed, more metrics are proposed and existing dashboards are criticised for lacking context or relevance. Organisations often conclude that something was missed during requirements gathering. 

In reality, the issue is frequently not the quality of the solution but the nature of the requirements themselves. What organisations describe as business requirements are often information requirements. What remains unclear is the decision that information is supposed to support. 

The missing question 

Modern data platforms, analytics tools and AI capabilities have dramatically improved organisational visibility. Reliable data, strong governance and accessible reporting are essential foundations for effective decision-making. 

However, more information does not automatically create more clarity. 

During reporting workshops, stakeholders are usually very capable of describing which KPIs they want to monitor, which reports they need and how they would like to analyse the data. What is discussed far less often is a more fundamental question: 

What decision will this information help us make? 

Without a clear answer, it becomes difficult to determine which information is truly necessary and which information is simply interesting to have. 

Visibility without decision context 

Consider a management team that wants better insight into customer profitability. The request is perfectly valid. Management wants profitability analysed across customers, products and regions, and the analytics team starts building dashboards accordingly. 

The more important question is what management intends to do with that information. Will pricing change? Will customer segments be managed differently? Will investments be redirected? 

Many organisations know they want visibility but struggle to define which decision that visibility should improve. 

As a result, information requirements continue to expand. Every department can justify additional details and every stakeholder can identify another metric that might be useful. Reporting environments become increasingly sophisticated while management teams continue to debate the same strategic questions. 

The challenge is not a lack of information. It is a lack of decision context. 

Reporting discussions are often decision discussions 

We regularly see organisations debating metrics when the real disagreement concerns priorities. 

A discussion about customer satisfaction reporting may actually be a discussion about service strategy. A debate about inventory metrics may reflect different views on risk. A request for additional profitability analysis may reveal uncertainty about strategic positioning. 

The dashboard becomes the visible topic of discussion, while the underlying decision remains implicit. 

This explains why organisations can invest significantly in reporting, analytics and data platforms while still feeling that decision-making is difficult. The data may be correct and the dashboards well designed, but the organisation has not explicitly defined which decisions matter most and how information should support them. 

From information requirements to decision requirements 

Data, analytics and reporting remain critical capabilities. They provide the visibility organisations need to understand performance, identify opportunities and manage risk. Their value increases significantly when information requirements are linked to decision requirements. 

Instead of only asking which KPIs should be measured, organisations should also ask which decisions they are trying to improve. That shift changes the conversation. It helps focus reporting efforts, clarifies which analyses add value and creates a stronger connection between strategy, analytics and leadership. 

Ultimately, most organisations do not suffer from a lack of information. They struggle to determine which information deserves attention because it supports a decision that truly matters. From that perspective, many reporting discussions are not really about reporting at all. They are discussions about how decisions should be made.