Best Data Management Software for Azure Industrial IoT

IBM® StreamSets allows users to create and maintain smart streaming data pipelines using an intuitive graphical user interface. This facilitates seamless data integration in hybrid and multicloud environments. IBM StreamSets is used by leading global companies to support millions data pipelines, for modern analytics and intelligent applications. Reduce data staleness, and enable real-time information at scale. Handle millions of records across thousands of pipelines in seconds. Drag-and-drop processors that automatically detect and adapt to data drift will protect your data pipelines against unexpected changes and shifts. Create streaming pipelines for ingesting structured, semistructured, or unstructured data to deliver it to multiple destinations.

zenon, an industry-leading platform for software, makes it easy to automate the design and operation of manufacturing and infrastructure equipment. Zenon can help you achieve and sustain your operational goals, no matter if you work in the manufacturing industry or in energy. zenon works completely vendor-independent in any environment, both hard- and soft-software. We have 5,000+ clients around the world, including many Fortune 500s like Toyota, Pfizer or Ford Motor. zenon connects all data into one system, tracks and controls every process in real time with powerful SCADA/HMI solutions. This gives you better insight to make smarter decisions and provides a strong base for industrial applications in a non-code engineering environment.

DataHUB+ is a next-generation process data historian and visualization platform. Monitor assets and systems across a network in real time, and obtain rapid insights with in-built analytics and visualization tools, to see what is happening in any facility, plant, or system at any time. DataHUB+ is equipment and sensor agnostic, and can easily import data from any IoT device or sensor, regardless if it is structured or unstructured. As a result, DataHUB+ quickly becomes the source of truth, storing all operational data securely and reliably. The platform automatically checks data quality before it is ingested and alerts teams if there are any problems. DataHUB+ does not rely on costly IT infrastructure like traditional process historians, and is easily scalable to support enterprise data management needs. The platform can be used seamlessly with VROC's AI solution OPUS, for forecasting, predictive maintenance and advanced analytics. Eliminate data silos and data wrangling in your organization, and start improving data-led decision making. Gain insights into your operations with DataHUB+.