HPE has direct visibility into memory supply chains in a way that most companies don't. When they say the shortage runs longer than expected, that's not speculation. It's procurement reality. HPE's server segment actually declined 2.7% year over year despite the company being at the center of enterprise AI infrastructure, with memory constraints identified as the reason.
Neocloud providers, which include the likes of Nscale, CoreWeave and Carbon3.ai, are having a somewhat disruptive impact on the market by making huge commitments to build out hyperscale datacentres in support of the UK government's AI growth agenda. These providers are also taking up capacity in colocation datacentres that some of the hyperscale cloud giants previously committed to renting space in, before pulling out.
An observability control plane isn't just a dashboard. It's the operational authority system. It defines alert rules, routing, ownership, escalation policy, and notification endpoints. When that layer is wrong, the impact is immediate. The wrong team gets paged. The right team never hears about the incident. Your service level indicators look clean while production burns.
A North American manufacturer spent most of 2024 and early 2025 doing what many innovative enterprises did: aggressively standardizing on the public cloud by using data lakes, analytics, CI/CD, and even a good chunk of ERP integration. The board liked the narrative because it sounded like simplification, and simplification sounded like savings. Then generative AI arrived, not as a lab toy but as a mandate. "Put copilots everywhere," leadership said. "Start with maintenance, then procurement, then the call center, then engineering change orders."
In 2024, Oracle launched its Database 23ai, dropping the "c" suffix it established for cloud in 2013. But the release never arrived as a general on-premises option beyond Oracle's own engineered systems, and the company later pushed back the Premier Support cutoff for 19c to December 31, 2029, with Extended Support running through December 31, 2032. Premier support was originally slated to end in 2024.
The main advantage of going the Multi-Cloud way is that organizations can "put their eggs in different baskets" and be more versatile in their approach to how they do things. For example, they can mix it up and opt for a cloud-based Platform-as-a-Service (PaaS) solution when it comes to the database, while going the Software-as-a-Service (SaaS) route for their application endeavors.