Hamming AI

Hamming AI provides enterprise-grade testing and production monitoring for AI voice agents. It allows developers to create adversarial test scenarios, run thousands of concurrent calls, and generate detailed bug reports to identify and fix issues before deployment.

Hamming AI is designed for AI-forward enterprises, including startups, banks, and healthtech companies, where reliability and trust in voice agents are critical. It is particularly useful for teams building customer service chatbots, virtual assistants, or voice-controlled devices.

Hamming AI auto-generates test scenarios from your agent's prompt, simulating real-world conditions such as accents, background noise, interruptions, and edge cases. It also offers a red-teaming suite with curated safety tests based on patterns from production deployments.

Yes, Hamming AI supports native integrations with frameworks like LiveKit, Pipecat, ElevenLabs, Retell, Vapi, and Hopper. It can also import production calls and convert live conversations into replayable test cases for continuous evaluation.

Yes, Hamming AI monitors voice agents in production, proactively identifying issues and generating alerts. It benchmarks performance metrics such as latency, hallucinations, sentiment, and compliance, and can integrate with CI/CD pipelines for regression testing.

To get started, connect your voice agent by importing it from supported frameworks or pasting your prompt. Hamming AI auto-generates tests and runs thousands of concurrent calls, providing detailed reports within minutes. You can also request a demo or sign up directly on their website.