Data plays a critical role in shaping operational decisions. From sensor streams in factories to API response times in cloud environments, organizations rely on time-stamped metrics to understand what’s happening and determine what to do next. But when that data is inaccurate or incomplete, systems make the wrong call. Teams waste time chasing false alerts, […]
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Learn how integrating a time series database with your historian helps industrial teams detect issues faster, act in real-time, and build predictive strategies that reduce downtime.Modern industrial systems continuously generate time-stamped data from sensors, PLCs, SCADA systems, and other connected devices. Known as time series data, this information reflects how conditions change over time, tracking […]
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As manufacturers accelerate their digital transformation journeys, the limitations of fragmented data environments are becoming more visible—and more costly. The promise of smart manufacturing hinges on one capability: enabling data to move seamlessly from the factory floor to the cloud and back without loss, latency, or complexity.This is where edge-to-cloud synchronization emerges not as an […]
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Modern industrial operations are redefining their relationship with data. No longer just a historical record, data now shapes real-time decisions and future outcomes. Systems across the factory floor continuously collect temperature, vibration, and motor speed readings through PLCs, IoT devices, and SCADA platforms.But collecting data isn’t enough. The value lies in making it actionable—surfacing insights […]
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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 up: storing the data is easy; using it effectively, in real time, is not.InfluxData’s release of InfluxDB 3 Core and […]
Read more →![[Booklet] Manufacturing at the Crossroads 2025: Real-World Lessons from Industrial Leaders](https://iiot-world.com/wp-content/uploads/2025/04/HM25-Booklet-1024x576.jpg)
What does it take to make digital transformation stick—beyond pilots, platforms, and buzzwords?At Hannover Messe 2025, the conversation around industrial transformation reached a new level of clarity—and urgency. From AI and agentic automation to modular MES platforms and resilient supply chains, one message was consistent: transformation is no longer a long-term goal. It’s a right-now […]
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An industry conversation with Pugal Janakiraman, Global Manufacturing CTO at Snowflake, and Evan Kaplan, CEO of InfluxData. Manufacturing’s Data Mindset Is ChangingManufacturers have long relied on data to understand what went wrong—after the fact. When a production line stalled, or equipment failed, teams scrambled to gather scattered information to trace the root cause. That reactive model […]
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At Hannover Messe 2025, InfluxData CEO Evan Kaplan and HighByte CPO John Harrington discuss how manufacturers are shifting from data collection to data intelligence and what’s required to support that transformation. Below are the most important insights that emerged from the conversation: The Purpose of Data Is Shifting—from Monitoring to Control Historically, manufacturers used data […]
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OEE (overall equipment effectiveness) is a productivity and performance metric that helps find new inefficiencies and unlock the full potential of manufacturing. OEE helps manufacturers understand how well a machine, a manufacturing process, or a line is running, as well as its yield and efficiency. By improving OEE scores, organizations can optimize productivity, improve efficiency […]
Read more →![[New booklet] How IIoT and AI Are Driving Smarter Operational Investments](https://iiot-world.com/wp-content/uploads/2025/03/Smarter-Operational-Investments-1024x576.jpg)
In today’s rapidly evolving industrial landscape, staying competitive means being smart with your operations — and smarter with your investments. Leading organizations are turning to the Industrial Internet of Things (IIoT) and Artificial Intelligence (AI) to optimize processes, cut costs, and boost ROI.This new digital booklet, “How IIoT and AI Are Driving Smarter Operational Investments,” explores how companies across manufacturing, logistics, […]
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The Industrial Internet of Things (IIoT) is transforming modern manufacturing by enabling connected, data-driven processes that improve efficiency, reduce downtime, and enhance decision-making. Manufacturers increasingly rely on IIoT to optimize production, but proving its return on investment (ROI) remains a significant challenge. Due to the complexities of implementation and measurement, many organizations struggle to quantify […]
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The role of the data historian has changed a lot since the 1980s, and it’s time to rethink how it serves us. Industry 4.0 demands better integration between OT and IT systems, allowing teams to centralize data and extract real-time insights across the entire enterprise. But your average data historian is a roadblock. Monolithic, end-to-end […]
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