Microsoft’s AI ambitions are hitting a massive hardware wall due to Qualcomm’s Snapdragon X2 supply chain stalling, forcing a strategic pivot back to Intel-powered Surface devices. Intel models lead the AI rollout, while Snapdragon-based devices face significant shipping lag. The impact means enterprise users face an uneven upgrade path as supply chain constraints dictate Microsoft’s future AI feature releases through 2026.