Run enterprise AI on infrastructure you actually control. UPC AI Factory is a GPU-first, fully managed private cloud where data, models, and inference never leave your tenant boundary — at a fixed monthly cost with no egress surprises. Isolated tenant vDCs per business line, dedicated GPUs with MIG partitioning, FinOps dashboards showing cost per million tokens by model, and a 12-week path to production. The results: 42% lower TCO for AI workloads, sub-100ms P95 inference latency, and 40% faster training.