Posts

Showing posts from June, 2026

Your AI is Ready. Your GPU Isn't. Here's the Fix.

Image
Personal views only. This article reflects my own research and perspective. It is not affiliated with, endorsed by, or written on behalf of any employer or vendor. All sources are publicly available. When on-premises GPU capacity runs dry, organisations burst workloads to the cloud — only to discover their data can't follow. NetApp FlexCache bridges that gap without moving a single byte you don't need. 🕓 7 min read • AI Infrastructure • Hybrid Cloud • NetApp ONTAP The GPU queue problem nobody talks about Enterprise AI adoption is accelerating. Data science teams are running more experiments, training larger models, and processing more inference workloads than ever before. The on-premises infrastructure that was sized for last year's ambitions is now permanently oversubscribed. The result is the GPU queue — that invisible...

Garbage in, AI out. Why 60% of AI projects are set to fail.

Image
Data & AI Strategy Garbage in, AI out. Why 60% of AI projects are set to fail. And what you can do to be in the 40% that succeed. ⏱ 5 min read Artificial Intelligence Data Management NetApp Enterprise AI Personal views disclaimer: The opinions expressed in this article are entirely my own and do not represent the views, positions, or official communications of my employer or any organisation I am affiliated with. References to third-party products and companies are based on publicly available information and my personal professional observations. Bad data doesn’t get better when processed. It just gets more elaborate — and at Agentic AI scale, it multiplies. At NetApp Insight 2025, this image was paired with a Gartner prediction that I haven’t been able to stop thinking about since. 60% of AI projects will be abandoned through 2026 due to lack...