01 · Clarify Diverge + converge ✦ AI plays: Questioner

Problem Statement

Turn a fuzzy worry into one clear sentence that everyone agrees is worth solving.

Best for
Starting any projectand agreeing on what to solve
Time
15–30 minuteslonger if the group disagrees
People
Best in a team2–8 people who live with the problem
Difficulty
Beginnersimple to learn, worth practicing
Origin
Classic problem-solving stepused in design, quality and research
01 What it is

One sentence that tells everyone what you're solving.

A problem statement is a single, plain sentence that says who has a problem, what isn't working for them and why it matters. It sounds like paperwork. In practice it may be the most important sentence in a project, because every idea you generate later will aim at whatever it says.

You get there by drafting, not by declaring. Write several versions, test each one against a short set of checks, and rewrite until the sentence is specific enough to act on and open enough to allow many solutions. When everyone involved can read it and nod, you're ready to generate ideas.

The most common trap is a solution in disguise. “We need an app” isn't a problem; it's an answer. A good statement describes the gap and leaves the answer for later.

Use it when you're starting a project, when a team keeps talking past each other, when ideas feel scattered, or when someone has already fallen in love with a solution before anyone has agreed on the problem.

Draft 2: does it pass?✓Names who has the problem✓Describes a real gap?Says why it matters✕Contains no hidden solution✓Right size to act on✓Fits in one plain sentence?The people involved agree

Test every draft against the seven checks. Each “no” or “maybe” tells you what to rewrite next.

Who

Who has it

Name the people who feel the problem

Who exactly has this problem, and who feels it most?

  • Who notices it first, and who pays the price?
  • Does it hit one group much harder than others?
  • Whose voice is missing from how it's described today?
Food pantryNot “our clients” but “working parents who can only visit after 6 p.m.”
Gap

What's the gap

What happens now versus what should happen

What happens today, and what should happen instead?

  • What do people experience now, in terms you could observe?
  • What would “fixed” look like, in plain words?
  • What evidence shows the gap is real, not assumed?
Food pantryBy evening the fresh produce is gone, so late visitors leave with only canned goods.
Why

Why it matters

The cost of leaving it alone

What happens if nobody solves this?

  • Who loses what (time, money, health, trust) if it continues?
  • Why does it matter now rather than next year?
  • How would you know it was getting better?
Food pantryThose families eat fewer fresh meals, and some have stopped coming at all.
Open

Solution-free

No answer hiding inside the sentence

Does the sentence describe a problem, or quietly prescribe an answer?

  • Is a product, tool or action already named in the sentence?
  • Could three very different solutions all fit this statement?
  • What problem was the hidden solution meant to solve? Write that instead.
Food pantryThe first draft, “We need more volunteers,” is one possible answer. The problem is the evening gap.
Size

Right-sized scope

Not hopelessly broad, not trivially narrow

Is it big enough to matter and small enough to act on?

  • Could you make real progress on this within a few months?
  • Is it so narrow that only one answer fits?
  • Which bigger problem is this part of, and is that the one to tackle?
Food pantryNot “end hunger in our city” and not “restock at 5:45 on Tuesdays,” but our evening service.
One

One clear sentence

Short, plain and easy to repeat

Could anyone involved say it from memory?

  • Can you cut it to 25 words or fewer without losing meaning?
  • Would a newcomer understand every word?
  • Is there jargon, or an acronym, you could replace?
Food pantry“Working parents who visit after 6 p.m. find the fresh food gone, so they leave with less.”
All

Shared by all

Everyone involved reads it the same way

Do the people who live with the problem agree this is it?

  • Ask each person to say, in their own words, what it means.
  • Where do people disagree, and what does that reveal?
  • Whose agreement do you need before work can start?
Food pantryTwo volunteers, the coordinator and three evening visitors all read it and said, “Yes, that's it.”
02 Why it works

Why one sentence changes everything

Defining the problem can feel like a delay. It's actually where much of the leverage in a project lies, for a few simple reasons.

1

You solve what you aim at

Ideas follow the question. If the statement points at the wrong problem, even brilliant ideas miss. A few minutes spent aiming can save weeks spent building the wrong thing.

2

It slows the jump to answers

People naturally leap to a solution, usually the first familiar one. Writing the problem with no solution inside it keeps the door open to options nobody has thought of yet.

3

It puts everyone on one problem

In most groups, each person privately holds a slightly different version of the problem. Writing it down brings those differences into the open, where they can be discussed instead of quietly pulling the work in different directions.

4

It becomes your yardstick

Later, when you have twenty ideas, the statement is how you judge them. Does this idea close the gap for these people? If not, it's off target, however clever it is.

03 How to use it

Write a strong problem statement in six steps

  1. Collect what you know 10 min

    Gather the raw material: what people say about the situation in their own words, what you've seen happen, and any numbers you have. Note where each point came from. Don't tidy or interpret anything yet.

  2. Draft alone first 3 min

    Each person writes their own one-sentence version of the problem without discussing it. Separate drafts are valuable because they reveal where people see the problem differently.

  3. Read the drafts aloud 10 min

    Where do the drafts agree? Where do they differ, and why? Disagreement found now is cheap. Disagreement discovered after you've built something is expensive.

  4. Run the seven checks 5 min

    Take the strongest draft and test it: who, gap, why it matters, no hidden solution, right size, one sentence, agreed. Rewrite whichever part fails, then test again.

  5. Resize if needed 5 min

    If it feels hopeless, narrow it to one group, place or moment. If only one answer fits, widen it by asking what that answer was for. Chunking helps you move up or down a level.

  6. Agree and post it 2 min

    Read the final sentence aloud and check that everyone can stand behind it. Then put it where everyone will see it during the idea session, so it keeps the work on target.

✓Do

  • Use real quotes, real moments and real numbers
  • Write several drafts before choosing one
  • Name the people affected as precisely as you can
  • Keep it short enough to say from memory

✕Avoid

  • Hiding a solution inside the statement
  • Wording that blames a person or a team
  • Scopes like “fix education” or “change Tuesday's form”
  • Moving on while people still quietly disagree

What you need

Sticky notes, a whiteboard, the seven checks and 20–30 minutes with the people who live with the problem. With AI, start with the prompt below.

04 Worked example

Problem Statement in action: missed follow-up visits

The challenge

“Our patients keep missing follow-up appointments. We need a better reminder system.”

Subject: a community health clinic's diabetes care. Goal: patients come back for their three-month check. First draft: “We need a better reminder system.”

4 drafts · 30 minutes
Open
Solution-free

“A better reminder system” is an answer. The team agreed the real problem was patients not returning, whatever the cause.

Who
Who has it

Front-desk records showed most missed visits came from patients working hourly shifts, not from patients in general.

Gap
What's the gap

Follow-ups are booked at checkout, three months ahead, but many shift schedules are posted only two weeks in advance.

Why
Why it matters

A missed check means rising blood sugar can go unnoticed until it becomes an emergency-room visit.

Size
Right size

Not “improve diabetes care” and not “rewrite the reminder text,” but getting these patients back for their check.

All
Shared by all

A nurse, a scheduler and two patients read draft 3. One patient added: “And rebooking means 20 minutes on hold.”

The final statement

“Patients with diabetes who work hourly shifts often miss their three-month check, because the visit is fixed before their schedule is known and rebooking is a chore.” A reminder text would never have fixed that.

05 ✦ Go AI

Sharpen your statement with a relentless questioner

AI is good at the part people find awkward: asking “what exactly do you mean?” again and again without getting tired or polite. It can also produce many rival drafts in seconds. What it can't do is know which version is true in your world. That part is yours.

YouYou bring

  • The real situation and what people actually say
  • Evidence: what you've seen, counted or been told
  • Judgment about which draft rings true
  • Agreement from the people who live with it

AIAI brings

  • Probing questions you might feel awkward asking
  • A dozen rival drafts to compare in seconds
  • A detector for hidden solutions and jargon
  • Wider and narrower versions of the same problem
MOVE 01

Interrogate me

Let AI question you, one point at a time, until your draft is precise.

Ask me one question at a time about my problem until you could explain it to a stranger.
MOVE 02

Draft lineup

See many versions of the statement side by side, then pick and mix.

Write 8 one-sentence problem statements from my notes, each framing the problem a different way.
MOVE 03

Solution sniffer

Catch answers hiding inside the problem before they narrow your thinking.

Does my statement hide a solution? If so, name it and rewrite the sentence without it.
MOVE 04

Stakeholder read

Read the statement through other people's eyes before you commit to it.

Read my statement as a patient, a nurse and a manager. What would each say is missing?

Watch out for

  • It only knows what you tell it. Bring real quotes and facts, or its drafts will sound neat but say nothing.
  • Polished isn't the same as right. A beautifully worded statement can still point at the wrong problem.
  • Don't skip the humans. Test the final sentence with the people who actually live the problem.
  • Protect privacy. Describe patients, clients or staff in general terms, never by name.
06 Your prompt

Your problem statement coach, ready to paste

Describe the situation in your own words; messy is fine. Copy the prompt into Claude, ChatGPT, Gemini or Copilot. In coach mode the AI asks one question at a time, drafts with you and tests each draft before you settle on one.

1 · Describe your challenge

The more specific you are, the better the result. The prompt updates as you type.

2 · Choose a mode

problem-statement.prompt
3 · Paste it into any AI assistant, or open it directly: Open in Claude ↗ Open in ChatGPT ↗

The “Open in” links put the prompt in the web address. If your challenge includes anything sensitive, copy and paste instead.

Keep going: follow-up prompts

After the session, click one to copy it, then paste it into the same chat.

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