A lightweight capture layer (mobile widget, voice shortcut, or quick-entry app) that accepts raw, unstructured input and uses AI to parse, classify, and route each element to the appropriate destination — tasks to a to-do app, reminders to a calendar, ideas to a notes system, and risks or assumptions to a project tracker like Notion or Jira. The user captures once; the tool handles organization automatically.

LLM capabilities have finally made real-time natural language classification fast and cheap enough to run on short, messy inputs at scale. The explosion of productivity tools has paradoxically worsened fragmentation, creating urgent demand for a unifying capture layer.