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User research: the evidence you need to justify the next phase

User research is essential to justify investment and progress, but gathering too much data too early wastes effort. The challenge is to provide enough evidence to make a defensible decision at each stage, without slowing momentum.

The evidence reviewers look for

Right-sizing research to the stage

At early concept phases, focus on identifying patterns and unmet needs. At later phases, build depth by validating usability, demand, and scalability. The evidence should grow in proportion to the decision being made — not beyond it.

How the Value Map Framework helps

Use the Value Map Framework to translate research into decisions. Map:

Why this works

Making confident choices simple

Right-sized research avoids both extremes: paralysis by analysis and risky guesswork. This is how Clarity. ensures decisions are fast, evidence-based, and easy to defend — turning insight into momentum.