What tools can businesses use to monitor AI performance in real time?

Several tools can help businesses monitor AI performance in real-time, including:

Google Cloud AI: Offers a suite of tools for tracking and monitoring AI models, including built-in dashboards to track performance, usage, and error rates.

TensorFlow Extended (TFX): A comprehensive platform that enables the end-to-end management and monitoring of AI models, allowing businesses to track real-time performance and quality metrics.

Azure Machine Learning: Provides tools for monitoring models, including automated model drift detection and performance tracking, which allows businesses to ensure consistent quality in their AI-driven workflows.

DataRobot: An AI platform that includes performance tracking features, including real-time dashboards to monitor how AI models are performing during production.

Seldon: An open-source tool that provides model monitoring and analytics for AI systems, helping track performance, anomalies, and biases in real-time.