Cisco gained 14% Thursday after CEO comments on earnings that AI infrastructure demands are driving a broad upgrade cycle in networking hardware. The move reflects broader market belief that AI workload scaling will require heavy capex in enterprise backbone upgrades.
For CIOs budgeting 2026–27, this reinforces the vendor thesis: foundational network infrastructure is a critical dependency for LLM and inference workload scaling.