You're Solving the Wrong Problem. Brilliantly.
Most workplace failures aren't caused by bad solutions. They're caused by well-executed solutions to the wrong problem. Human-centred problem framing is the skill of stepping back before jumping in, understanding what people actually need before designing what you'll build, and asking 'should we?' before asking 'how do we?' This assessment shows you whether you're solving the right problems or just the obvious ones.
What is human-centred problem framing?
Human-centred problem framing is the ability to define problems in terms of the real people they affect, rather than in terms of the systems, processes, or metrics that surround them. It's the discipline of understanding the lived experience of stakeholders before proposing solutions, and of continuously checking whether your framing still matches reality as you learn more.
This skill sits at the intersection of empathy and analytical rigor. It requires you to see problems through someone else's eyes, but also to structure what you learn into a clear, actionable problem statement that a team can actually solve. Many people are good at one half. They either empathize deeply but can't crystallize insights into clear problems, or they frame problems sharply but miss the human dimensions that determine whether a solution actually gets adopted.
What makes this skill particularly valuable is that it prevents the most expensive kind of failure: building the wrong thing. In product development, in process improvement, in strategy, the highest-leverage moment is the framing stage. A slightly imperfect solution to the right problem outperforms a perfect solution to the wrong one every time. Yet most professionals spend 90% of their energy on execution and 10% on framing, when the ratio should be closer to even.
Stakeholder Discovery
Identifying all the people a problem affects, including those whose needs aren't obvious, and understanding their actual experience rather than your assumptions about it.
Root Cause Exploration
Digging beneath surface symptoms to find the underlying human needs that, once addressed, resolve the visible problems.
Problem Articulation
Translating messy human insights into clear, specific problem statements that teams can work with and align around.
Continuous Reframing
Staying open to redefining the problem as new information emerges, rather than locking into your initial frame and filtering out contradictory evidence.
What you'll discover about your human-centred problem framing
Whose Perspective Are You Missing?
When you define a problem at work, how many different stakeholders' perspectives do you actively seek out?
Problems look different depending on who's experiencing them. The perspectives you don't seek are often the ones that matter most.
Problem vs. Solution
When someone asks you to solve a problem, how often do you question the problem statement itself before starting?
Accepting the initial framing uncritically is one of the most common ways smart professionals end up solving the wrong thing.
Assumptions Check
Can you list the assumptions embedded in how your current project defines its core problem?
Every problem statement contains hidden assumptions. If you can't name yours, you can't test them.
The Real vs. The Stated
Think of a time when what people said they needed turned out to be different from what they actually needed.
The gap between stated and actual needs is where the most valuable problem reframing happens.
Reframing in Action
When was the last time you changed your understanding of a problem halfway through working on it?
Willingness to reframe mid-stream is rare but essential. Staying locked into your initial frame despite new evidence is one of the costliest professional habits.
Curious where you stand? Merlin's assessment takes about 10 minutes.
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Organizations waste enormous resources solving problems that are poorly framed. A team spends three months building a feature nobody uses. A process improvement makes things faster but not better. A policy change addresses symptoms while ignoring root causes. In every case, the execution was fine. The framing was wrong. The professionals who consistently frame problems well don't just save time and resources. They become the people others turn to when something important isn't working and nobody can figure out why.
Signals of a gap
- Jumps straight from problem description to solution design without questioning the frame
- Defines problems in terms of systems and metrics rather than the people they affect
- Locks into an initial problem statement and filters out evidence that contradicts it
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Signs of mastery
- Invests real time understanding who is affected and what they actually experience before proposing solutions
- Reframes problems when new information suggests the original frame was incomplete
- Articulates problems clearly enough that teams can align on what they're actually trying to solve
Recognize any of these patterns?
Find out exactly where you fall with a free assessment.
Why do people struggle with human-centred problem framing?
The Action Bias
Most workplaces reward doing over thinking. Spending time understanding a problem feels less productive than starting to solve it, even when premature action leads to expensive rework. The pressure to 'just get started' is one of the biggest enemies of good framing.
Empathy Without Structure
Many people can empathize with stakeholders but can't translate that empathy into a clear problem statement. Understanding someone's experience is necessary but not sufficient. You also need to synthesize what you learn into something a team can act on.
Expert Blind Spots
The more expertise you have in a domain, the more likely you are to frame problems through your expert lens rather than through the lens of the people affected. Expertise narrows your frame without you realizing it.
Organizational Problem Inheritance
In most organizations, problems come pre-framed. Your manager tells you what to solve, or a brief defines the problem for you. Questioning the frame feels like questioning authority, so most people just accept it and start executing.
From Taking Problems as Given to Redefining What's Worth Solving
The progression in problem framing moves from accepting problems as they're handed to you, to actively questioning and reframing them, to becoming the person who consistently identifies the real problem beneath the surface one.
Accepting
You take problems as defined and focus your energy on building good solutions to them.
Questioning
You ask clarifying questions about problems before starting, but you rarely challenge the fundamental frame.
Investigating
You actively seek stakeholder input and look for root causes before committing to a direction.
Reframing
You regularly redefine problems in ways that reveal better solutions than the original frame would have allowed.
Catalyzing
You help teams and organizations see problems differently, changing not just what they solve but how they think about what's worth solving.
Find out where you are on this journey. The assessment places you on the progression and shows you what's next.
How to improve your human-centred problem framing
Start every project with 'who is this for?'
Before doing anything else, list every person or group affected by the problem you're about to solve. Include people who aren't in the room. Then rank them by who's most affected. If your solution doesn't address the top-ranked group's actual experience, your framing is off.
Write three problem statements, not one
For any significant challenge, force yourself to write three different problem statements that frame the same situation from different angles. Compare them. The best one is usually not the one you wrote first.
Interview before designing
Talk to at least three people affected by the problem before proposing any solution. Ask them to describe their experience, not what they want built. The gap between their lived experience and your assumptions is where the real problem lives.
Test your assumptions explicitly
Write down the three biggest assumptions in your problem statement. Then design a quick way to test each one before committing resources. The cheapest time to discover you're solving the wrong problem is before you've built anything.
Merlin coaches you through the framing process with real challenges from your work, helping you build the habit of understanding before solving, so you spend your effort on problems that actually matter.
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Solve the Right Problem the First Time
The most valuable skill in any organization isn't execution speed. It's problem clarity. Merlin helps you develop the discipline of framing problems around real human needs, so your solutions actually get adopted and your effort actually makes a difference.
Start Coaching with MerlinWe redesigned our onboarding process and new hires are still struggling in their first month. I don't understand what went wrong.
That's frustrating, especially after putting in the work to redesign it. Let me ask a diagnostic question: when you designed the new process, how did you define the problem you were solving?
We framed it as 'new hires take too long to become productive.' So we packed more information into the first two weeks.
That framing led you to an information-density solution. But 'takes too long to become productive' is a metric-focused frame, not a human-centred one. If you reframe it as 'new hires feel lost and unsupported during their first month,' you'd design something completely different: mentorship, check-ins, safe spaces to ask questions. The information might be fine. The experience might be the real problem. Want to try reframing it together and see what solutions emerge?
Frequently asked questions
How does this assessment measure problem framing skills?
I'm not in a design or product role. Is this relevant?
Can problem framing skills actually improve with coaching?
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