Roundtable

Roundtable is an advanced AI-powered platform designed to combat bots and fraudulent activity in digital interactions, particularly within surveys and data collection. Its core value proposition is the proprietary Proof of Human technology, which distinguishes genuine human users from automated scripts with high accuracy, ensuring data integrity without introducing friction or delays for legitimate participants. This real-time scoring system acts as a gatekeeper, allowing only verified human traffic to proceed, thereby protecting the quality and reliability of collected information.

Key features: The platform offers real-time traffic scoring and behavioral tracking to identify non-human patterns instantly. It provides automated data processing for open-ended responses, using dynamic clustering and AI-powered analysis to clean and categorize qualitative data. The system excels at duplicate response identification, participant screening, and multilingual survey support, all monitored through a comprehensive response quality dashboard. It integrates via API to validate data as it is collected, improving overall data quality and integrity for research and business intelligence.

What sets Roundtable apart is its human-in-the-loop AI approach, which combines machine efficiency with human judgment for complex fraud detection, reducing false positives. Unlike competitors that rely solely on CAPTCHAs or simple filters, its Proof of Human technology analyzes nuanced behavioral signals without interrupting the user experience. The platform is built for scalability, offering seamless API integration with existing survey tools and data pipelines, making it a robust, real-time fraud alert and data validation layer for enterprises handling large volumes of user-generated content.

Ideal for market research firms, academic institutions, and any business relying on high-stakes survey data or customer feedback. Specific use cases include large-scale multilingual surveys, online polling, customer satisfaction studies, and clinical trial data collection where data purity is critical. Industries such as technology, finance, healthcare, and advertising benefit from its ability to filter out fraudulent entries and improve the accuracy of open-ended response analysis, saving significant time and resources in data cleaning.

Pricing is oriented towards enterprise and professional users, with plans starting from $1000 per month. This reflects the platform's advanced capabilities and scalability for organizations requiring robust fraud detection and data quality solutions at high volume. Custom enterprise agreements are available for larger deployments with specific integration or feature needs.