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

ALMOST is an AI-powered workplace safety intelligence platform built to prevent accidents before they happen. Every serious workplace accident may begin with a small warning sign — a near-miss, an unsafe condition, or a repeated hazard. Unfortunately, these signals are often overlooked or treated as isolated incidents. ALMOST changes this by using Meta Muse Spark to analyze incidents, discover hidden patterns across multiple reports, explore causal chains, and simulate What-If scenarios to identify potential risks before they turn into real accidents. With preventive action tracking, evidence management, and incident history, ALMOST helps safety teams move from reactive reporting to proactive accident prevention. Our mission is simple: help organizations recognize danger earlier, make smarter safety decisions, and protect the people who keep workplaces running. **ALMOST — Learn from what almost happened. Prevent what could happen next.**