How AI Can Improve IoT Device Monitoring and Automation

Hello everyone,

I am exploring the use of AI in IoT applications, particularly for device monitoring, predictive maintenance, and automation. AI seems capable of analyzing sensor data in real time and helping businesses reduce downtime and improve operational efficiency.

Has anyone here integrated AI models with IoT devices or edge computing solutions? Which tools, frameworks, or approaches have worked best for your projects?

Looking forward to hearing your experiences and recommendations.