tag: IoT

Learn how to build a dual-path IoT conversation analytics solution on AWS that transforms raw sensor data into actionable insights for predictive maintenance. The architecture helps organizations slash equipment downtime losses and maintenance costs by leveraging device-to-cloud data pipelines for real-time equipment monitoring and optimization.

AWS IoT Core now supports direct point-to-point messaging, ditching the old MQTT topic subscription model for cleaner server-to-device communication with built-in delivery confirmation. This means lower costs and better observability when you need to talk to a single device without the pub/sub overhead.