AI & Research

Architecting Continuous Insight: The 0-to-1 AI-Powered Intelligence System for Persona and Journey Map Management

Scaling strategic customer understanding that transforms persona management.

FormatUX Case Study
Duration45 hours

Overview

Traditional user research treated personas as static artifacts that lost relevance the moment new signals, VOC, support tickets, shifting market dynamics, accumulated elsewhere. The challenge wasn’t a lack of data; it was the absence of a 0-to-1 knowledge management architecture to synthesize mixed signals into one traceable, executive-ready product vision.

Role
Strategic Architect · Lead UX Researcher & Designer · 0-1 Product Designer
Tools
Claude AI, Figma Make, FigJam, Google Stitch, GitHub, OneDrive
Key Result
Built solo in 45 hours, addressing a workflow where researchers and designers were found to spend 62–70% of their time on manual synthesis rather than strategic thinking.

Persona Dashboard walkthrough — Veronica Dogbegah

Architecting Continuous Insight: The 0-to-1 AI-Powered Intelligence System for Persona and Journey Map Management — full case study
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