If you’re managing Internet of Things (IoT) devices at scale, alert fatigue is probably undermining your system’s effectiveness. This post shows you how to implement intelligent notification filtering using Amazon Bedrock and its gen-AI capabilities. You’ll learn model selection strategies, cost optimization techniques, and architectural patterns for deploying gen-AI at IoT scale, based on Swann Communications deployment across millions of devices.
Smart home security customers now expect systems that can tell the difference between a delivery person and a potential intruder—not just detect motion. Customers were being overwhelmed with lot of daily notifications or false positives, with a lot of alerts being triggered by events that were irrelevant to the customers, such as passing cars, pets moving around, and so on. Users became frustrated with constant false alerts and started ignoring notifications entirely, including real security threats.
As a…