AWS IoT SiteWise vs FactoryTalk Analytics

AWS IoT SiteWise is a managed service for collecting, storing, organizing, and monitoring industrial equipment data. Asset models structure information at enterprise, site, area, and machine levels. SiteWise Edge runs on local Linux or Microsoft Windows Server devices, gathering and processing data before sending it to AWS Cloud. It supports OPC-UA, MQTT, and partner protocols, and can transfer data to Amazon S3, AWS IoT SiteWise, AWS IoT Core, Amazon Timestream, and Amazon Kinesis. Storage includes hot and warm tiers plus a customer-managed cold tier using Amazon S3. The service offers real-time stream processing, custom dashboards, SQL querying, anomaly detection, and machine-learning tools. Internet communication uses TLS, with cloud transfer over MQTT or HTTPS; AWS KMS customer-managed keys can encrypt specified cloud values. The free Data Collection Pack transfers industrial data, while the Data Processing Pack costs $200 a month per active gateway. Broader SiteWise usage is paid with no listed price.

FactoryTalk Analytics is Rockwell Automation’s portfolio of analytics products for industrial manufacturers, spanning descriptive through prescriptive analytics. Its stated aims include improving OEE, reducing downtime, and improving quality or processes. The family includes FactoryTalk Metrics, LogixAI, VisionAI, PavilionX, and GuardianAI, with near-real-time edge predictions and cloud-based lifecycle management. FactoryTalk Metrics analyzes equipment data to report OEE and quantify downtime causes. LogixAI builds and maintains models to predict process variables using ControlLogix tags and ControlLogix as its execution engine; Rockwell says it supports CompactLogix 5380 controllers and FactoryTalk Logix Echo emulation. VisionAI offers no-code inspection, defect classification, and root-cause analysis, connecting to cloud BI and MES/QMS systems through a bidirectional REST API and factory-floor systems through EtherNet/IP. GuardianAI monitors condition using drive data, while PavilionX adjusts targets with model predictive control. Pricing is on request, and the page does not specify one platform list for every product. FactoryTalk Metrics is scheduled to become unavailable after September 2028; Rockwell recommends migration to PLEX MES.