Businesses that had built workflows and customer commitments around certain AI models recently lost access by regulatory decree rather than their own failure
Every model training pipeline and AI inference platform depends on fast access to usable data. That means buying more flash for high-performance AI workloads
Organisations are looking at how they can build better intelligence into their systems, so the telemetry they rely on is more relevant and easier to act upon
Without addressing the operational weaknesses around the application layer, organisations often end up recreating the same risks in a different environment
We’re asking autonomous systems to make complex operational decisions, without having a complete picture of what’s happening at the edge of the network
At a time when margins are tight and productivity is under pressure, complexity is a business cost that is increasingly unacceptable to many smaller firms
The issue isn’t if the UK moves up a global ranking. It’s whether we are building the digital infrastructure that our economy will depend on over the next decade