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Research / Structure / Validation / 01

Frame the outcome

Separate the user’s job, the business constraint, and the behavior that would prove the design works.

Time
55 min
Mode
Learn → Make → Check
Path
UX & Product Design

By the end, you can…

Requests are clues, not requirements

“Add a dashboard” describes a solution. Ask what decision the dashboard should improve, who makes it, what they do today, and what cost or risk exists. The answer may still be a dashboard, but now the team can judge whether it works.

A useful problem frame names the person, situation, desired progress, constraints, and evidence of success. It also names what would disprove the opportunity. Without a disconfirming signal, research becomes a search for agreement.

Turn ambiguity into a learning plan

List assumptions about value, usability, feasibility, and viability. Rank them by uncertainty and consequence. The riskiest assumption determines what to learn first.

Match evidence to the decision: interviews for motives and language, observation for actual behavior, analytics for patterns at scale, and prototypes for comprehension and usability.

Your studio task

Make — Write a one-page opportunity brief for a problem you can observe this week.

  1. Rewrite a feature request as an outcome.
  2. List five assumptions and rank them by uncertainty and consequence.
  3. Choose one method that could disprove the riskiest assumption.
  4. Define the behavior or evidence that would change your decision.
Definition of done

It names a user, situation, desired progress, constraint, and disconfirming signal.

Open the interactive lesson with its workspace ↗

Knowledge check

Which problem statement is most useful?
  1. Users need an AI dashboard
  2. Support agents need to find verified policy answers during a call without switching tools
  3. We should modernize the interface
Reveal answer (B)

It names a person, situation, desired progress, and constraint without locking the team into one solution.

Which statement is a useful disconfirming signal?
  1. “Even after three attempts, support agents still switch tools to answer a policy question”
  2. “Users say the dashboard looks modern”
  3. “The team is excited about the roadmap”
Reveal answer (A)

A disconfirming signal describes evidence that would disprove the opportunity.