This white paper highlights how scaling AI infrastructure requires rethinking networks, as traditional packet systems cannot handle the sustained, latency-sensitive demands of model training, inference, and federated learning. Optical transport technologies—DWDM, OTN, ROADMs, and Layer 1 encryption—provide secure, high-capacity, and predictable performance. Delivering up to 8 Tbps per fiber with AES-256 or quantum-safe encryption, these solutions ensure resilience, low latency, and compliance. By creating optical backbones as the “intelligence highway,” enterprises can cut costs, speed deployment, and future-proof AI operations, ensuring scalability and reliability for mission-critical workloads.

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