Scaling AI demands a new infrastructure playbook

This is a vendor-oriented whitepaper-style overview explaining that scaling AI into production requires integrated compute, networking, storage, security, and observability; it highlights performance challenges (GPU/data movement, network congestion) and promotes modular, secure infrastructure solutions (Cisco, NVIDIA, Splunk) to reduce operational risk and accelerate AI adoption.