How can BI problem solving frameworks give you a competitive edge?

1 What are BI problem solving frameworks?

BI problem solving frameworks are tools that help you define, analyze, and solve BI problems using a logical and consistent approach. They help you break down complex problems into manageable parts, identify the root causes and key drivers, generate and test hypotheses, and prioritize and implement solutions. They also help you present your results and recommendations in a clear and compelling way to your stakeholders. There are different types of BI problem solving frameworks, such as the MECE framework, the SCQA framework, the Hypothesis-Driven Approach, and the Data-Driven Storytelling framework. Each one has its own advantages and disadvantages, depending on the context and the objective of your BI problem.

3 How to choose a BI problem solving framework?

When it comes to BI problem solving, there is no single framework that works for all situations. It is important to choose a framework that fits the specific problem, data, audience, and purpose. Consider the scope and complexity of the problem, such as the number of variables and dimensions involved. Additionally, think about the type and level of analysis required, as well as the objective and outcome desired. It is also important to consider the audience and context of your analysis. Who are you presenting your analysis to? What are their expectations and preferences? How much time and attention do they have? What is the best format and medium to deliver your message? Taking the time to consider these factors can help you choose an effective BI problem solving framework.

5 How to improve your BI problem solving skills?

Improving your BI problem solving skills requires more than just a framework; you must practice and refine your skills, learn from feedback and mistakes, and stay up-to-date on the latest trends. To do this, seek out challenging problems that require different types of analysis, review and critique your own and others' BI analysis and presentation, seek feedback from peers and experts, read case studies and articles, watch videos on BI problem solving, and enroll in online or offline courses. Doing so will help you gain valuable perspectives, insights, tips, skills, tools, techniques, and frameworks.

6 Here’s what else to consider

This is a space to share examples, stories, or insights that don’t fit into any of the previous sections. What else would you like to add?