AI, cloud computing, and rapidly growing east-west traffic are driving a fundamental transformation in enterprise and data center networking architectures. Modern AI clusters, hyperscale cloud environments, and distributed enterprise WANs require dramatically higher throughput, lower latency, and significantly improved operational efficiency compared with legacy networking platforms. At the same time, enterprises and service providers face increasing pressure to reduce operational costs, lower power consumption, and meet corporate
sustainability objectives.

This whitepaper evaluates the economic and environmental benefits of next generation HPE Juniper networking platforms across four representative networking use cases, including greenfield AI data center and DCI deployments as well as modernization of legacy regional and large enterprise WAN environments. The analysis compares HPE AI-Native routing and switching platforms against representative competitive alternatives using a five-year Total Cost of Ownership (TCO) model that includes hardware and software expenses, power, cooling, space utilization, and annual maintenance costs.