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Architecture··5 min read

Designing a Transparent Scoring UI

Why showing the “why” behind the score mattered more than the score itself on JuriScore.

When the score is a black box, trust drops. The breakdown — which signals, which weights — became the center of the product.

Technically, the scoring engine and UI layer were split; the UI only surfaces explainable outputs.

That split clarified test users’ language too: “this signal is missing” instead of “score is low.”