Why Weak Problem Statements Keep the Same Issues Coming Back

“We want to implement AI.”

“We need to improve our onboarding process.”

“We have a quality issue.”

If any of these sound familiar or if you’re nodding along, you’re witness to what I call the “checkbox mentality” around problem statements. Leaders treating them as a mere formality instead of doing the real work required to solving problems. But here’s what I’ve learned after nearly 30 years of working with teams across manufacturing, and service based businesses: a superficial problem statement almost never leads to solving the actual problem.

Prefer listening? Watch this week’s Solo Session where I expand on the topic.

The Real Cost of Weak Problem Statements

Last year we worked with a company trying to solve an intermittent product quality problem. During our investigation, we discovered something stunning, this issue had been impacting them for nearly 10 years!

How does a problem persist for a decade without anyone connecting the dots? Poor documentation and a weak problem definition. The information was scattered across conversations, tribal knowledge locked in long term employees memories, and incomplete complaint logs. Front line reps would resolve individual customer issues without formal documentation, masking a chronic systemic problem. When they did investigate, information was incomplete and over time, the problem would disappear again making the trail cold and uncovering the root cause nearly impossible.

They had a tool for tracking complaints but didn’t have a system. There’s a massive difference.

What Makes a Problem Statement Weak (Or Strong)

Let me show you the difference with two real scenarios.

Scenario 1: Custom Print Manufacturing

A customer complains that 30% of their recent order is out of spec, the print and die cutting are misaligned, making images and text unreadable.

Weak problem statement: “Customer says order is misregistered.”

Strong problem statement: “Customer reported misregistration between print/converting intermittently on 30% of order.”

See the difference? The strong version tells you:

• Where in the process the problem occurred (print/converting)
• The pattern (intermittent, not every piece)
• The scope (30% of order)

This statement gives you somewhere to start. You can immediately begin asking “Why?” You know which departments need to be in the room. You understand enough to launch a 5 Whys or root cause analysis without spending the first hour just clarifying what actually happened.

Scenario 2: Professional Services

An accounting firm wants to improve how they bring on new clients.

Weak problem statement: “We want to improve our onboarding process.”

Strong problem statement: “Our current client onboarding process takes 3 days and involves 2 different team members, causing friction and frustration for new clients.”

Again, the strong version is specific and measurable. It tells you the current state without jumping to solutions or desired outcomes.

The Traps That Sabotage Problem Statements

Over the years, I’ve seen leaders fall into several predictable traps:

Trap #1: Too Broad, No Details

“We have a quality problem” tells me nothing. What kind? Where? How often? Without specifics, you can’t investigate effectively. You’re just guessing.

Trap #2: Mixing in Solutions or Outcomes

“Our onboarding process takes too long and should be reduced to 1 day” isn’t a problem statement, it’s a problem statement plus a goal. Keep them separate. You need to understand what the problem is before you can determine what “good” looks like.

I see this constantly because people have been thinking about issues long before they sit down to document them. They’ve already jumped ahead in their minds, so they combine, simplify, or skip steps entirely.

Trap #3: Pre-Diagnosing the Cause

Sometimes people write what sounds specific but they’ve actually already decided what’s wrong: “The registration problem is caused by the converting team not calibrating properly.”

That’s not a problem statement, but rather an accusation disguised as analysis. You’ve short-circuited the investigation before it starts. When you name specific processes or departments, you’re providing context for where to begin, not predetermining where you’ll end up.

Trap #4: Too Many Details

Yes, this is also a trap. There’s a delicate balance here. If you start including every measurement, every possible outcome, every stakeholder concern, you’ve swung from problem statement into solution territory. The goal is simple: Do you have enough information to start asking “Why?” If yes, you’re done. If no, keep refining.

When Should You Actually Write a Problem Statement?

Ideally? As soon as something comes up. But here’s what I hear most often: “We didn’t know this was going to be this big of an issue.”

This is why I push teams to document two things separately:

1. Ideas (opportunities for improvement, things that slow us down) – Track these in a shared document, whiteboard, or even sticky notes on an empty wall.
2. Problems (actual issues, complaints, defects) – These need more formal documentation. The specifics that need to be included will vary but I’d start with: date, customer/order number, short description, impact (full or partial), and resolution.

Why the formality for problems? Because patterns emerge over time. What looks like a one-off incident might actually be intermittent. But if you’re not tracking consistently, you’ll never connect the dots. You’ll lose sight of the fact that these aren’t isolated incidents, they’re symptoms of something deeper.

The biggest gap I see? Front-line people resolving customer issues without formal documentation. They fix the immediate problem, the customer is happy, and the underlying cause never gets addressed. Multiply that across months or years, and you’ve got that 10-year quality issue I mentioned earlier.

The Test of a Strong Problem Statement

After you’ve written your problem statement, ask yourself one question:

Can I start asking “Why?” right now, or do I need more information first?

If you need more information, your problem statement isn’t strong enough yet.

Push back on yourself. Ask: “Is this clear enough? How do I know?”

And here’s the litmus test on the back end: if you’re in the middle of problem-solving and you need to come back and revise your problem statement, it wasn’t strong or clear enough to begin with. A truly solid problem statement should be stable throughout your investigation.

The System Behind the Statement

Having a template or tool for problem statements isn’t enough. I’ve seen plenty of organizations with sophisticated complaint tracking systems that still miss chronic issues.

Why? Because they haven’t implemented a system, they’ve just provided a tool and hoped people would use it.

A real system means:

• Making documentation part of the workflow, not an afterthought
• Training front-line people on why tracking matters, not just how to fill out a form
• Creating accountability around documentation
• Regularly reviewing patterns, not just individual incidents
• Bringing diverse perspectives into problem-solving meetings (people who actually represent the process directly and indirectly)

Final Thoughts

Strong problem statements feel slow at first. Writing them forces you to pause, gather facts, and resist the urge to jump straight to fixing things. That pause is where most teams get uncomfortable, so they rush past it. And that’s exactly why the same problems keep coming back.

If you take nothing else from this, remember this: clarity comes before speed.

A well-written problem statement does not solve the problem for you, but it gives your team a clean starting line. It removes guessing, finger-pointing, and rework. It creates shared understanding before opinions and solutions creep in.

That’s it for today.

See you all again next week!

Dave