User Insight Documentation System

Designed and maintained a systematic approach to capturing user insights from support tickets, client calls, onboarding sessions, and direct observation. Each insight is tagged by theme, linked to affected features, and includes a 'so what': the actionable takeaway. This system ensures that product decisions are grounded in real user behavior, not assumptions.

• Structured insight capture with source, theme, and actionability tagging
• Cross-referencing between insights and product features
• 'So what' framework ensuring every insight leads to action
• Regular insight review cadence feeding into sprint planning
• Searchable knowledge base of validated user behaviors

User insights were getting lost in Slack messages and meeting notes. A structured system ensures they compound into real product intelligence.

Learned that the value of user research is in the system, not individual insights. A structured capture process turns one-off observations into strategic assets.