contextualized data Archives

June 19, 2025 · Discrete Manufacturing

The Factory Floor Can’t Adapt Without This

Manufacturers are under relentless pressure to adapt—fast. But while the demand for agility is everywhere, the reality on the ground tells a different story. Most factory floors still rely on outdated systems, fragmented data, and manual workarounds that leave them exposed to disruptions.The problem isn’t the lack of ambition. It’s the absence of a reliable […]

Industrial AI Needs a Backbone—And That Backbone Is DataOps

At Hannover Messe 2025, John Harrington of HighByte offered a timely reminder: as AI races ahead in the industrial sector, the infrastructure supporting it—specifically, DataOps—needs to keep up.While AI dominates the headlines, its power is fundamentally limited without access to the right data. Harrington put it bluntly: “Data is the oxygen for AI.” But not just any data—clean, […]

Real-Time Industrial Data: Why Architecture, Not Hype, Determines Success

At Hannover Messe 2025, a compelling conversation unfolded between HiveMQ and Snowflake leadership on a topic often underestimated in industrial transformation: data movement architecture. Behind all the talk of AI, analytics, and predictive insights lies a more foundational challenge—how to reliably, securely, and cost-effectively get data from machines to the cloud in real-time.For industrial companies […]