Detecting Trends Before They Break

Somewhere in the digital ether, a trend is being born. It might start as a handful of TikTok videos, a cluster of Reddit threads, or a sudden uptick in Google searches. Individually, these signals are weak, partial, and easily dismissed as noise. But taken together, properly fused and weighted, they could represent the next viral phenomenon, an emerging public health crisis, or a shift in consumer behaviour that will reshape an entire industry. The challenge of detecting these nascent trends bef