Best production monitoring AI tools

Plurai is an AI Agent Trust Platform that accelerates the development of production-ready agents by providing simulation, evaluation, and guardrails. It reduces failure rates, policy violations, and costs compared to large language models.

Hamming AI is an advanced platform for automated testing, production monitoring, and analytics for AI voice agents. It enables developers to simulate thousands of calls, audit live conversations, and instantly catch regressions to ensure voice AI reliability and performance across multiple languages.