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AI, Data and Analytics

magnetic

MES must become the factory’s nervous system, not its filing cabinet

Manufacturing execution systems are evolving from passive record-keeping to active, real-time decision support that shapes ...
Features, AI, Data and Analytics

Balancing precision and capacity with simulation-powered digital twins

Discrete event simulation is reshaping process design in manufacturing, replacing guesswork with data-driven certainty and ...
Features, AI, Data and Analytics

Most digital twins in manufacturing are just digital theatre

Digital twins and AI are converging to transform industrial operations, but success demands deep data ...
Features, AI, Data and Analytics
rugged

How intelligent agents are transforming maintenance from routine to strategic

Manufacturers are no longer relying on static schedules and human memory to manage complex assets. ...
Features, AI, Data and Analytics
science

Data infrastructure is the unsung battleground for industrial AI success

Executives may be eager to scale AI across manufacturing, but without a robust data infrastructure, ...
Features, AI, Data and Analytics

Why the IT OT divide still haunts digital manufacturing

Bridging operational and enterprise data is vital for AI-driven insight. Yet the cultural, architectural and ...
Features, AI, Data and Analytics

Hallucination is not a glitch; it is the generative spark driving the next era of AI innovation

The creative instability of hallucination is no longer a flaw to be eliminated, but a ...
Features, AI, Data and Analytics

Simulation is the key to unlocking automation at scale

As manufacturing becomes more automated, the ability to simulate, validate and refine processes in a ...
Features, AI, Data and Analytics
DCS

Can closed-loop AI truly deliver on its promise to revolutionise process control?

Mark Venables spoke to Dennis Rohe, Business Consulting Team Leader at Imubit, to explore whether ...
Features, AI, Data and Analytics

Rewiring manufacturing intelligence for a connected future

Manufacturers have long discussed digital continuity, but most are still struggling with brittle workflows, data ...
Features, AI, Data and Analytics

Precision on the edge of possibility

The RB17 pushes manufacturing to Formula One extremes. The result is a 1,200-horsepower machine built ...
Features, AI, Data and Analytics
Robotics and automation

Why manufacturing agility depends on digital maturity, not just disruption

Agility has become a defining advantage for manufacturers navigating global volatility. But as new data ...
Features, AI, Data and Analytics

Humanoids enter the workforce as autonomy becomes an industrial imperative

Labour shortages, demographic shifts and rising complexity are forcing manufacturers to move beyond automation. A ...
Features, AI, Data and Analytics

Digital twins are evolving, but industry thinking must evolve with them

Digital twin technology is fast becoming foundational to manufacturing operations. Still, without connectivity, immersive visualisation, ...
Features, AI, Data and Analytics
IIoT

Humans will remain the brain of the MES

Manufacturers must separate GenAI’s promise from reality, confront cultural resistance, and stay focused on collective ...
Features, AI, Data and Analytics
Walker Reynolds

Europe is not behind in digital transformation it is dead last

At Critical Manufacturing’s MES & Industry 4.0 Summit in Porto, keynote speaker Walker Reynolds warned ...
Features, AI, Data and Analytics

Welcome to the thinking factory

At MES & Industry 4.0 in Porto, Francisco Almada Lobo, Chief Executive Officer of Critical ...
Features, AI, Data and Analytics

AI-powered digital twins redefine BMW’s approach to global factory planning

BMW is reinventing the digital twin by embedding AI at its core, enabling intelligent assistants, ...
Features, AI, Data and Analytics

Industrial AI will not deliver if it is treated as a goal rather than a tool

The accelerating shift toward industrial AI promises efficiency, agility, and sustainability gains. Still, manufacturers must ...
Features, AI, Data and Analytics

How AI is transforming manufacturing for the future

AI is changing how manufacturers operate, from streamlining processes to enhancing efficiency and decision-making. Mark ...
Features, AI, Data and Analytics

The truth about AI in manufacturing is messier than you think

Executives are under pressure to deploy AI, but many efforts stall before they start. Successful ...
Features, AI, Data and Analytics
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Featured

Born digital and built for scale, Octave sets out to redefine industrial intelligence

As the lines blur between design, operation and ...

Manufacturing needs a smarter brain, not just faster hands

Automation is nothing new to the factory floor, ...

Greencore and QA redefine food manufacturing through data-driven transformation

UK food manufacturer Greencore has embarked on a ...

Data sovereignty moves from compliance burden to strategic advantage

More than half of UK organisations now recognise ...
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