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Explore the unique challenges and solutions for Operational Technology (OT) data pipelines in this informative keynote presentation. Gain insights into Project Fledge's architecture and its approach to addressing the specific requirements of OT data. Discover how open source technologies are driving the development of automated factories. Learn about the complexities of OT data, including its diverse sources, formats, and destinations, as well as the physical constraints that necessitate edge-to-cloud solutions. Understand the factors influencing OT data pipeline design, such as latency, data volumes, security, and cost considerations. Examine the concept of intelligent OT-data pipelines and their role in enabling distributed edge application development and operation. Delve into the importance of scalable, secure, and reliable data pipelines for achieving OT-IT convergence and realizing 21st-century industrial transformations. The presentation covers topics including the industrial edge, FLETCH microservices, FLETCH applications, and the role of Linux in OT environments.