Jack PollerJul 23, 2025
🧵Is Your AI infrastructure investment hemorrhaging money right now?
While everyone debates GPU shortages and model costs, there's a silent killer destroying ROI that no one talks about: network provisioning bottlenecks.
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Show threadJack PollerJul 23, 2025
Organizations spend millions on bleeding-edge AI hardware, then watch it sit idle for weeks while network engineers manually configure switches for new tenants.
The disconnect is brutal:
→ DevOps teams expect cloud-speed provisioning
→ Network teams are stuck with manual processes
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Show threadJack Poller
→ Expensive GPUs idle while waiting for connectivity
The real kicker? Most leaders don't even realize this is happening.
I just published my analysis of how this hidden bottleneck is costing organizations millions and what innovative teams are doing to solve it.
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Jul 23, 2025 at 3:09pmWeb
Show threadJack PollerJul 23, 2025

https://www.linkedin.com/pulse/ai-infrastructure-bottleneck-one-talks-jack-poller-r5gxe

Have you experienced the gap between AI ambitions and infrastructure reality? 👇
#AIInfrastructure #DataCenter #DevOps #NetworkAutomation #AIIFD2
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The AI Infrastructure Bottleneck No One Talks About

While everyone obsesses over GPU shortages and model training costs, a quieter crisis is unfolding in data centers worldwide. Organizations are discovering that their most expensive hardware—those coveted GPUs—sits idle not because of compute limitations, but because of networking bottlenecks that c