Lesson 2.4 – Business Problem Framing | Defining Analytics Problems Clearly

❓ What is Business Problem Framing?

Business Problem Framing is the process of clearly defining the challenge an organization wants to solve using analytics. Instead of asking vague questions like “Why aren’t we growing?”, a framed problem is more specific: “How can we increase customer retention by 10% in the next 6 months?”

• ✔ Translates business goals into analytics questions
• ✔ Defines scope, boundaries, and constraints
• ✔ Identifies metrics of success
• ✔ Aligns stakeholders with a common vision

🧩 Framework for Framing Problems

A structured approach ensures clarity. A common framework includes:

1. Define the Goal: What business outcome are we aiming for?
2. Ask the Right Question: Turn the goal into a measurable analytics problem.
3. Set Boundaries: Clarify what’s in-scope vs. out-of-scope.
4. Identify Stakeholders: Who needs the answer and why?
5. Measure Success: Which KPIs will confirm success?

🌍 Real-World Examples of Problem Framing