Threadlight processes live video streams from events—concerts, conferences, sports—to generate real-time audience sentiment dashboards and safety alerts. Used by major venue operators and festivals in Sydney and Melbourne, the platform detects crowd density spikes and identifies potential incidents with 92% accuracy. Privacy-first processing on-site, no cloud video storage.