The physics now decides what AI can become
AI infrastructure is no longer being shaped by software ambition or commercial demand, but by the hard limits of heat, power and materials. Liquid cooling has moved from an engineering option to a structural dependency inside the AI value chain. For much of the past decade, cooling was treated as a secondary problem in data […]
The infrastructure race intensifies as AI systems push data centres to their limits
The next phase of artificial intelligence is not being shaped solely by models or algorithms, but by the physical limits of the infrastructure that supports them. As AI systems grow larger, denser and more power hungry, the ability to design, manufacture and deploy entire data centre platforms at speed is becoming a competitive differentiator in […]
Liquid cooling moves from option to requirement in large scale data centre builds
The physical limits of traditional data centre design are being tested by the rapid expansion of artificial intelligence. As AI workloads drive rack densities higher and thermal loads beyond what air cooling can reliably manage, operators are being forced to make structural decisions about how future facilities are built. Increasingly, those decisions point in one […]
The quiet security gap emerging as enterprises deploy AI at scale
As artificial intelligence becomes embedded across enterprise workflows, a less visible risk is beginning to surface. Organisations are generating, analysing and acting on more data than ever before, but the moment that data leaves the enterprise boundary, whether shared with partners, regulators or customers, control often weakens. In an era of AI driven decision making, […]
Why video analytics is shifting from bespoke AI to standardised systems
For years, artificial intelligence in video analytics has promised transformation, improved safety, better compliance and sharper operational insight. In practice, however, large-scale deployments have often stalled. Custom configurations, long tuning cycles and high costs have limited adoption, particularly across distributed estates where consistency matters more than novelty. That tension between promise and practicality is now […]
Identity is becoming the weakest link as autonomous systems spread
As artificial intelligence moves from experimentation into everyday enterprise operations, a familiar security assumption is starting to fail. Identity, long treated as a static permission set assigned to people, is now being stretched to accommodate non-human and autonomous actors that operate at machine speed and scale. The result is a widening gap between how access […]