MistakeMap

MistakeMap is a mobile + web AI-assisted reflection app that helps people extract practical lessons from past events without turning it into a diary. You log a situation in 2 minutes using a structured prompt (context, decision, outcome, signals you missed). The app then generates a “Lesson Card” with: what to do next time, early warning signs, and a one-sentence rule. It also builds a personal “pattern map” across entries (e.g., overcommitting, conflict avoidance, rushing decisions) and nudges you when a current calendar event or goal resembles an old failure pattern. The product is intentionally narrow: it’s for actionable learning, not mood tracking or therapy. Exportable playbooks let users share sanitized lessons with teams or mentors. The core value is reducing repeated mistakes, not producing pretty journaling streaks.