Roundtable

Product Introduction

1. Roundtable is a security solution that uses behavioral biometrics and real-time traffic scoring to differentiate human users from bots and automated fraud. It operates silently in the background, analyzing user interactions such as typing patterns, mouse movements, and scrolling behavior to verify authenticity without interrupting legitimate users. The product integrates directly into websites or applications to provide continuous protection against AI-generated fraud and sophisticated bots.
2. The core value of Roundtable lies in its ability to eliminate fraudulent traffic while maintaining a frictionless experience for verified humans. By combining privacy-preserving data analysis with machine learning, it ensures compliance with regulations like GDPR and CCPA while scaling to protect enterprises and startups alike.

Main Features

1. Invisible CAPTCHA: Roundtable replaces traditional CAPTCHA systems by analyzing behavioral biometrics in real time, such as typing cadence, mouse teleportation anomalies, and unnatural scrolling patterns. This eliminates user-facing challenges while maintaining high accuracy in bot detection.
2. Continuous Behavioral AI: The system dynamically scores all traffic using machine learning models trained on global interaction patterns, detecting anomalies like AI-generated form submissions or scripted login attempts before they compromise systems.
3. Privacy-Preserving Architecture: Roundtable does not collect personally identifiable information (PII) or enable cross-site tracking, using only session-specific behavioral data to generate trust scores. This ensures compliance with data protection laws and reduces liability for businesses.

Problems Solved

1. AI-Generated Data Corruption: Roundtable addresses the growing threat of polished, human-like AI responses infiltrating surveys, transaction systems, and user registrations. It identifies subtle anomalies—such as programmatic typing speeds or copied content—that human reviewers often miss.
2. Target User Groups: The product serves market research firms, SaaS platforms, and enterprises requiring fraud-resistant data collection, particularly in industries like finance, healthcare, and consumer insights where data integrity is critical.
3. Use Case Scenarios: A market research platform uses Roundtable to filter out AI-generated survey responses, ensuring only genuine participant data influences business decisions. An e-commerce site deploys it to block credential-stuffing bots during login attempts without inconvencing customers.

Unique Advantages

1. No Disruption to Legitimate Users: Unlike traditional solutions that rely on CAPTCHA or manual reviews, Roundtable’s passive verification ensures zero friction for human users, reducing bounce rates and maintaining conversion metrics.
2. Behavioral Biometric Granularity: The system detects micro-patterns such as millisecond-level typing inconsistencies, non-linear mouse trajectories, and scroll acceleration variances, which are imperceptible to humans but indicative of automation.
3. Real-Time Adaptive Scoring: Roundtable’s models update dynamically based on global threat intelligence, offering protection against evolving fraud tactics like generative AI tools. Its explainable AI framework provides audit trails for compliance teams.

Frequently Asked Questions (FAQ)

1. How does Roundtable verify users without CAPTCHA? Roundtable analyzes over 200 behavioral signals—including keystroke dynamics, cursor movements, and interaction timing—to generate a real-time trust score. This eliminates the need for manual challenges while maintaining a 99.9% accuracy rate in bot detection.
2. What data does Roundtable collect? The system processes anonymized session data such as typing speed variance, scroll behavior, and mouse acceleration curves. No personally identifiable information (PII), passwords, or sensitive form inputs are stored or transmitted.
3. How long does integration take? Most platforms integrate Roundtable via a JavaScript snippet or API in under 30 minutes. Pre-built modules are available for common frameworks like React, Django, and Shopify, with detailed logs for debugging.
4. Can it detect advanced AI agents? Yes, Roundtable’s models are trained to identify outputs from tools like GPT-4 and Claude 3 by detecting unnatural response pacing, clipboard pasting patterns, and absence of human hesitation markers in form submissions.
5. Is the system compliant with GDPR? Roundtable is designed as a privacy-first solution, adhering to GDPR, CCPA, and SOC2 standards. All behavioral data is ephemeral, deleted after session termination, and never shared across client accounts.