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Connecting machines, live OEE, downtime and shop-floor data, step by step.
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Guides, case studies, and expert perspectives on Digital Twin, IIoT, IRIS, and Industry 4.0.
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Digital Maturity Comparison We have explored five distinct worlds of digital maturity comparison. Each framework ADMA, SIRI, CMMI, Lean 4.0, and DRD was born…
2026-04-27
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Expert articles written and reviewed by the people who build and deploy our products.

Connecting machines, live OEE, downtime and shop-floor data, step by step.

Factory simulation, layout planning and CAPEX decisions made before you invest.

MES, CMMS, QMS, WMS and daily plant operations explained in practice.

Scoping automation projects, writing RFQs and choosing the right integrator.

CMMI (Capability Maturity Model Integration) In the rush to deploy AI and robotics, many manufacturers skip the boring part: process stability and data…
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Lean 4.0 For decades, Lean Manufacturing has been the religion of production efficiency, preaching the elimination of waste ( Muda ) and the pursuit of…
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The world is full of strategic reports that gather dust on executive shelves. The Execution Gap the chasm between knowing what to do and actually doing it is…
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In the high-stakes world of global manufacturing, intuition is no longer enough. Decisions involving millions of dollars in CAPEX require rigorous, data-backed…
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The direction of robotization has shifted radically: from simply replacing muscle power to integrating AI-supported decision-making processes. Today, the…
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The Advanced Manufacturing (ADMA) methodology represents a paradigm shift in how we evaluate industrial progress, moving away from a purely technocratic view…
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Industrial Intelligence: Measure – Optimize – Automate. Path to success Digital Development RoadMap We are entering 2026, a year where technology is no longer…
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Discover the top robotics trends for 2026. From Physical AI and Agentic Workflows to the rise of the Digital Nervous System. Learn how to de-risk your…
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The return on investment (ROI) from the Industrial Internet of Things (IoT) is about translating collected data into measurable savings and increased…
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Cobots in Industry 5.0 are partners for humans, not their replacements. Their key role is to augment human capabilities, take over monotonous and non-ergonomic…
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Introduction – Production Automation Meets Safety Innovations such as Autonomous Mobile Robots (AMRs), Digital Twin, and Industrial IoT (IIoT) are transforming…
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How Generative AI, Robotics, and Digital Twins Are Creating the Self-Correcting Factory Introduction For years, the promise of Industry 4.0 has been about…
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Accurately determining production capacity and establishing realistic work standards are critical for efficient manufacturing. Without precise data, companies…
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Low OEE almost always comes down to two or three specific losses. Here is how to split the number, find where the time goes and confirm the cause on the line.
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Each of the six big OEE losses needs its own fix. Here is what to change for breakdowns, changeovers, short stops, slow running and scrap, and how to check that the fix worked.
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Without full visibility into production processes, companies make decisions based on incomplete or outdated information-leading to wasted time, resources, and…
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Defective products generate not only direct financial losses but also damage a company’s reputation and lead to customer churn. In today’s competitive market,…
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High operational costs-energy, materials, and labor-are among the biggest barriers to improving profitability in manufacturing. Many companies struggle to…
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Optimizing a production process starts with the one station that limits output. Here is how to find it, measure it and test changes in a simulation before you touch the floor.
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Unplanned equipment failures are one of the most significant hidden costs in manufacturing. Every unexpected stoppage not only brings direct financial losses…
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A four-step plan to reduce unplanned machine downtime: measure every stop with a reason, shorten the response, match maintenance to each machine and remove repeat failures.
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In today’s fast-paced manufacturing world, success depends on having immediate access to accurate, up-to-date information about your production processes. When…
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This is another article in our series on IoT in manufacturing and its practical applications in industry. In previous texts, we discussed machine monitoring…
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So how can cycle time be measured and optimised automatically? What is cycle time and why is it important in manufacturing? Cycle time is the time required to…
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Why is production data collection important? Modern production facilities operate in highly volatile conditions, where short production runs and product…
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The COVID-19 pandemic and the conflict in Ukraine had a decisive impact on the robot market between 2021-2023. They revealed the complexity and challenges…
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