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Resources for Data Analytics

White Paper: 2024 Industrial AI Survey

  • White Paper

Factories using AI-powered digital twin solutions are three times more confident about meeting their 2024 targets than those that do not use AI-powered digital twin solutions.

White Paper: 10 Areas Manufacturers Might See an Impact from AI

  • White Paper

John Davis, CTO at Global Shop Solutions, discusses 10 areas Artificial Intelligence (AI) could make an impact for manufacturers.

White Paper: How Improving Flare Accuracy Can Alleviate Reporting Problems

  • White Paper

What's new with flaring in 2023? This white paper from will teach how improving flare accurary can alleviate reporting problems.

Webinar: 5 Ways MQTT Sparkplug Enables Smart Manufacturing

  • Webinar

This webinar is designed for manufacturers looking to modernize their data infrastructure and improve their operations.

White Paper: For MQTT Smarter Is Better

  • White Paper

With increasing interest in connecting OT (operations technology) to IT, MQTT has been called upon to connect not only sensors and actuators in the field but also edge devices, SCADA systems, IoT gateways and more.

White Paper: Modernizing the Manufacturing Industry with MQTT

  • White Paper

Moving data within different levels of factory automation is easier said than done. For brownfield projects, the current data exchange method is often through proprietary protocols resulting in data silos. This whitepaper highlights how MQTT can bring data interoperability and help modernize smart manufacturing.

InTech Digital Magazine October 2022

  • Ebook

Download the October 2022 issue of InTech Digital Magazine.

InTech Digital Magazine August 2022

  • Ebook

Brought to you by ISA’s Smart Manufacturing & IIoT Technical Division, this Special Edition of InTech Magazine highlights Industry 4.0 and the Smart Factory.

White Paper: OT/IT Convergence by Data

  • White Paper

In the past few years, the convergence of OT and IT has moved from curiosity to necessity in just about every industrial sector. Demands for improved efficiency brought on by the possibilities of Industrial IoT and Industry 4.0 are compelling management to find better ways to extract value from OT data.

White Paper: Building a Data-Driven Culture for Smart Manufacturing

  • White Paper

This report examines the importance of data to the digital transformation of manufacturing and the ways the right tools and a data-driven culture can enable predictive maintenance.