Top production monitoring AI tools

Keywords AI is a comprehensive developer platform for LLM applications, offering monitoring, debugging, and deployment tools. It serves as a Datadog-like solution specifically designed for LLM applications.

• Freemium
• From 7$

Coval provides simulation and evaluation tools for voice and chat AI agents, enabling faster development and deployment. It leverages AI-powered simulations and comprehensive evaluation metrics.

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Oden Technologies provides AI-driven manufacturing software that transforms complex production data into real-time process recommendations and insights for front-line operators to optimize manufacturing performance.

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Doctor Droid is an AI teammate that mimics engineer investigations, providing analysis on Slack. It reduces on-call time and accelerates troubleshooting for faster issue resolution.

• Paid
• From 99$

Instrumental is an AI-powered manufacturing platform that helps engineering and operations teams optimize product quality, reduce failure analysis time by 90%, and improve yield across the entire product lifecycle.

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Momentic is a modern software testing platform that streamlines regression testing, production monitoring, and UI automation using AI.

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Fogwing is an AI-powered smart manufacturing platform offering CMMS, APM, and QMS software to streamline asset maintenance, production workflows, and quality control for industrial operational excellence.

• Freemium
• From 15$

MetricRule is an open-source tool offering granular monitoring for machine learning models in production, tracking performance, feature drifts, and data anomalies.

• Free