The problem
Capturing tasks by hand breaks flow because ideas arrive as speech, but productivity tools demand structured input.
The approach
- Converted natural voice input into structured tasks and flowcharts, letting users capture thoughts first and organize them afterward.
- Applied contextual parsing to infer hierarchy and relationships, turning raw transcription into an actionable plan.
- Added progress tracking and focus check-ins around the generated structure, keeping the output useful after the initial capture moment.
The outcome
- Presented at Google BGN Hackathon 2025, earning positive feedback from Google engineers on innovation and real-world use.
From the channel
I documented this one on PKodes.