Cisco reported a sequential contraction in gross margin driven by elevated memory component costs and a lower-margin mix in its AI-related software revenues. Management’s Q3 guidance anticipates continued margin erosion, prompting analysts and investors to scrutinize the company’s cost structure, pricing strategy and potential impacts on profitability and valuation.