Hamming

Hamming is an enterprise-grade platform designed specifically for testing and monitoring voice and chat agents in production environments. It addresses the critical need for quality assurance in conversational AI systems, where reliability and accuracy directly impact business outcomes. The platform enables teams to automatically generate hundreds of test scenarios from existing agent configurations, reducing the manual effort typically required for QA. These scenarios cover a wide range of edge cases, including variations in user intents, accents, background noise, and conversational flow deviations. Once tests are executed, Hamming provides detailed reports with over 50 distinct metrics, such as response latency, intent recognition accuracy, sentiment analysis, call completion rate, and error classification. Users can also replay production calls to inspect real-world interactions, identify failures, and understand root causes without needing to reproduce issues manually. This replay feature is crucial for debugging conversational agents that behave differently in live environments compared to controlled test conditions. The platform supports pre-launch testing, allowing developers to validate agents before deployment, as well as continuous production monitoring that alerts teams to performance degradation or anomalies. Hamming integrates with existing CI/CD pipelines, enabling automated regression testing whenever agent configurations are updated. It is built with enterprise security requirements in mind, holding SOC 2 Type II certification and offering HIPAA compliance with a Business Associate Agreement (BAA) for healthcare applications. The system can handle high volumes of concurrent test executions, making it suitable for startups scaling their voice products an