Enterprises are grappling with multicloud environments as the rapid rise of AI and GPU-focused clouds complicates their strategies. Initially, businesses adopted multicloud cautiously to ensure flexibility and performance but are now hindered by a lack of planning as they try to integrate AI systems without a clear strategy. These AI workloads require specialized GPUs, presenting disparities between traditional and modern cloud infrastructures. The disconnect between existing capabilities and the needs for AI innovation is leading many organizations towards substantial operational chaos.
In 2025, enterprises are struggling more than ever to operate effective multicloud environments, owing to rapid AI adoption without strategic planning.
The rise of GPU-focused clouds presents unique challenges for enterprises, which often do not plan for the hardware disparities required by AI workloads.
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