BotID Deep Analysis catches a sophisticated bot network in real-time
500% traffic spike. Real humans or bots? Kasada's ML caught it in real-time—before the customer even knew there was a problem.
Why it matters
Kasada's BotID Deep Analysis demonstrates real-world AI detection capability at scale, showing how ML-powered security products are moving from reactive to predictive threat identification. Relevant to founders building security/fraud solutions and investors evaluating AI product-market fit in bot/abuse prevention.
The key facts
11 to know500% traffic spike detected in real-time
Bot traffic disguised as legitimate human activity
Kasada's machine learning backend powered the detection
Detection occurred faster than manual investigation could begin
Date: October 29, 2025
Product: BotID Deep Analysis
500% traffic spike detected and classified in real-time
Bot network disguised as legitimate human users
ML system adapted classification autonomously during incident
October 29, 2025 detection date
Deployed across customer production environment
Go to the source
Vercel Blogvercel.com
Publisher excerpt: On October 29 at 9:44am, detected an unusual spike in traffic patterns across one of our customer's projects. Traffic increased by 500% above normal baseline. What made this particularly interesting wasn't just the volume increase. The spike appeared to be coming from legitimate human users.BotID…