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[email protected]The energy on the MWC floor said it all: AI for telecom has moved past “someday” and into “show me how fast.” We sit down with Broadcom’s Anupama Mahabhashyam to unpack what sovereignty really means for carriers, why local control and continuous compliance matter, and how operators can turn regulated infrastructure and rich datasets into a durable AI advantage.
We trace the shift from AI hype to execution, highlighting the operational realities telcos face as they build private and sovereign AI clouds. That includes the unglamorous but essential work of model governance—curating approved catalogs, tracking versions and provenance, and enforcing access policies—so teams stop firefighting model sprawl. We also cover the emerging traffic pattern of AI workloads, why early signals may be invisible on traditional links, and how the rise of voice and video inference changes bandwidth planning and east‑west flows across the network.
From there, we dig into the architecture: intelligent orchestration that matches models to GPU capacity, keeps workloads close to data, and prevents oversubscription. Anupama explains how AI as a Service abstractions can remove plumbing while preserving control, letting teams focus on high‑value use cases like anomaly detection, automated triage, and customer care copilots. We emphasize data readiness as the make‑or‑break factor—organizing datasets, enforcing metadata standards, and eliminating silos so generative systems don’t amplify fragmentation. Finally, we connect the dots to outcomes: improved reliability, faster MTTR, better customer experiences, and new revenue streams such as GPU‑as‑a‑Service and compliant enterprise copilots.
If you’re a carrier leader, network architect, or product owner mapping a path to sovereign AI, this conversation offers a clear blueprint: build on governed data, enforce model discipline, and invest in an intelligent infrastructure layer that scales with demand. Enjoy the episode, then subscribe, share with a colleague, and leave a quick review to help more builders find the show.
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