Roundtable

Roundtable offers a behavioral-based human verification system that distinguishes real users from automated bots and fraudulent actors without requiring any active user participation. Unlike traditional CAPTCHAs or other friction-heavy verification methods, Roundtable's "Proof of Human" operates silently in the background, continuously monitoring and analyzing subtle human behavioral signals such as typing rhythm, cursor movement patterns, scrolling behavior, and mouse clicks. These signals are processed by research-grade artificial intelligence models that have been trained on peer-reviewed cognitive science research to detect the nuanced differences between natural human actions and machine-generated or scripted interactions. The system is designed to be invisible to legitimate users, meaning they experience no pop-ups, checkboxes, image challenges, or delays—they simply interact with the website or application as they normally would, while Roundtable assesses their humanness in real time. This approach significantly reduces user abandonment rates and improves overall user experience, particularly for high-traffic platforms, e-commerce sites, financial services, and social media networks that are frequently targeted by credential stuffing, account takeovers, fake account creation, and other automated attacks. Roundtable's API can be integrated into existing web applications within minutes, requiring only a few lines of code to begin scoring all incoming traffic. The system returns a real-time "humanness" score for each user session, allowing platform operators to make granular access decisions—for example, permitting verified humans to proceed without interruption, flagging suspicious sessions for additional review, or blocking confirmed bots outright. Because the ver