All news with #aws iot sitewise tag

AWS SiteWise MCP Server Accelerates Industrial Modeling

⚙️ AWS published a Model Context Protocol (MCP) server for AWS IoT SiteWise in the AWS Labs open-source MCP repository to simplify industrial data modeling. The server embeds domain validation and automated modeling, applying correct units, data types, and quality indicators so models are production-ready. It maintains compatibility with existing SiteWise tools and APIs while adding conversational interfaces to streamline model authoring, asset onboarding, and downstream analytics enablement.

AWS IoT SiteWise adds automated anomaly model retraining

🔁 AWS announced native anomaly detection enhancements for AWS IoT SiteWise, including automated model retraining, flexible promotion modes, and exposed model metrics. Retraining can be scheduled between 30 days and one year to keep models current with changing equipment conditions. Customers can choose automatic service-managed promotion or manual customer-managed promotion using exposed metrics such as precision, recall, and AUC. Multivariate detection is available in N. Virginia, Ireland, and Sydney.