Manufacturing and energy companies collecting sensor data at scale are hitting the same wall: PostgreSQL, SQL Server, Oracle, and MongoDB were not designed for the volume, velocity, and retention demands of industrial time series. Mike Freedman,…
As industrial organizations accelerate their digital transformation journeys, one persistent challenge continues to block progress: the gap between Information Technology (IT) and Operational Technology (OT) teams. While "IT/OT convergence" has become a buzzword in Industry 4.0…
Manufacturing plants generate enormous volumes of data every second, from vibration sensors on rotating equipment to temperature readings in chemical reactors and throughput counters on packaging lines. Yet the vast majority of this data is never…
For manufacturers, utilities, and other industrial operators, time series data—information captured over time from machines, sensors, and control systems—is the backbone of modern operations. But as data volumes grow, many organizations are still struggling to keep…
Manufacturers generate vast amounts of data, yet without the proper structure, much of this valuable resource remains untapped. Data-Driven Manufacturing: From Challenges to Scalable Solutions is a comprehensive resource designed for industry professionals seeking practical, real-world strategies to…
DataOps solutions are necessary in manufacturing environments where data must be aggregated from industrial automation assets and systems and then leveraged by business users throughout the company and its supply chain. These solutions are purpose-built to…
The current state of manufacturing data integration serves as a primary barrier to enabling true digital transformation. According to Deloitte research, manufacturers list poor integrations (60%), disjointed data systems (46%), and data collection that is not…
Have you ever watched a press conference when a room full of reporters bark questions at the same time? Typically, the media event host will call on a particular reporter to repeat the question and then…
There are several advantages of using an industrial data platform. They include: 1. Consolidated Data: In a data platform, data is consolidated in one place in the cloud. This consolidation means all databases can use the…