
Why enterprises are exiting the public cloud
From Is that how it happened? by Vanimal
March 11, 2026 · 39 min
About this episode
This episode discusses the trend of enterprises moving away from public cloud services due to rising costs and compliance issues.
If your cloud bill feels more like a mortgage payment than an operating expense, you’re not alone. Over the last decade, enterprises rushed into the public cloud for speed and flexibility—only to wake up with a serious cloud hangover: spiraling storage costs, egress fees on every experiment, and compliance teams asking hard questions about where data actually lives. In today’s episode, we’re unpacking the rise of data repatriation —the move to bring data, applications, and AI workloads back from public cloud into on‑prem and private environments. We’ll look at why AI data gravity makes location a first‑class design decision, why metered, remote object storage is such a bad fit for high‑reuse training datasets, and how on‑prem S3 platforms like Cloudian HyperStore turn “backing out of the cloud” from a painful rollback into a long‑term AI strategy. So if you’re trying to feed GPUs without paying a gravity tax on every byte, or you’re wondering which workloads truly belong in the cloud versus at home, stay tuned—we’re going to break down the economics, the architecture, and the playbook for bringing your data back where it works best. Support the show
People in this episode
Host: Vanimal
Topics covered
- cloud computing
- data repatriation
- enterprise IT
- cost management
- data compliance
Keywords
- cloud bill
- storage costs
- egress fees
- data repatriation
- AI workloads
Mentioned in this episode
Organizations: public cloud, compliance teams, AI
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