Burgeoning
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

FocusFlow – Understand Your Attention, Not Just Your Screen Time FocusFlow is an AI-powered attention intelligence system that helps people understand how they spend their time, recognise patterns in their digital behaviour, and make more intentional decisions about their work. Unlike conventional productivity trackers that simply measure screen time or block distracting applications, FocusFlow focuses on understanding attention. It monitors active application usage, classifies activities into Direct, Peripheral, Indirect and Distraction categories, and calculates an attention score to provide a broader picture of a user's work patterns. Powered by Meta's Muse models, FocusFlow takes this further. Muse Spark analyses aggregated activity data to identify patterns, recognise frequent context switching and generate contextual insights. Muse Voice Transcribe allows users to communicate their work intentions and reflect on their sessions naturally through voice. By combining local activity tracking with AI-powered reasoning, FocusFlow bridges the gap between knowing what applications people use and understanding how they spend their attention. Its goal is not to dictate how people should work, but to help them become more aware of their habits and make better-informed decisions. With a privacy-conscious, local-first architecture, FocusFlow aims to make productivity more personal, contextual and less judgemental.