Case Study · Product Design · 2026

UX Research Tool

A full-stack user testing analytics platform built for distributed design teams — log live sessions, score usability, track NPS, and visualise research data in real time.

UX Research Data Viz Poker Theme
SCROLL
Role
Product Designer
Year
2026
Type
Web App (0 → 1)
Tools
Figma · Notion · Miro

Research data that's always scattered

UX research sessions produce raw, messy notes that live in different tools, different formats, and different people's heads. This tool was built to centralise everything — capturing, scoring, and visualising research in one place.

Built specifically for a poker application testing context, the product needed to feel like it belonged in a design team's workflow — not a generic form builder bolted onto a spreadsheet.

"Good research deserves a purpose-built home."
Core Features

Built for research in motion

[01]

7-Step Interview Wizard

A structured moderator flow that walks through each stage of a live user session — tasks, observations, SUS questions, NPS, and wrap-up — in a single continuous interface.

[02]

SUS Scoring Engine

Automatically calculates System Usability Scale scores from session responses, benchmarks them against industry standards, and surfaces actionable insights.

[03]

Real-time Analytics Dashboard

Live session feeds, NPS trend charts, task performance breakdowns, and observation logs — all updating in real time via Supabase subscriptions.

[04]

Collaborative & Distributed

Multiple moderators can run sessions simultaneously from different devices. All data merges into the same analytics view without conflicts.

Design Process

How it came to life

Pre-Game

Discovery & Competitive Analysis

Started with a deep dive into existing UX research workflows — Maze, Lookback, and internal spreadsheets were the main tools being used. The gap was clear: nothing combined session logging and live analytics in one dark-themed, design-forward interface.

Game

Wizard Design & Iteration

The 7-step wizard was the hardest design challenge — keeping moderators in flow during a live session meant every step had to be frictionless. Iterated through 4 wizard layouts before landing on a full-screen step-by-step approach with a persistent progress bar.

Post Game

Handoff, QA & Edge Cases

Delivered a complete Figma file with the poker-themed dark design system, including all chart states (empty, loading, populated). QA'd the Supabase real-time subscriptions against edge cases — session disconnects, concurrent submissions, and data race conditions.

Outcomes

What it achieved

7-step
Wizard captures 100% of session data without switching tools
<200ms
Real-time sync across distributed teams with sub-200ms latency
0 calc
SUS + NPS scoring fully automated — zero manual calculation required
Next Project

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