behavior, such as typing, scrolling, and cursor movement, to identify automated or suspicious activity. It operates without interrupting real users and does not use intrusive CAPTCHA. The platform includes a dashboard and a real-time API for monitoring traffic and security events. Businesses of different sizes can use Roundtable to protect transactions, prevent account duplication, and secure their platforms from malicious activity.