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Applied AI·October 27, 2026·1 min read

Sovereign AI is about more than where data resides

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Sovereign AI moving from data residency to full-stack control means governments and large enterprises will demand influence over models, infra, and deployment policies. If you sell into regulated or national markets, expect more asks for local control planes, on-prem options, and transparent supply chains — and price that complexity in.

Applied AI

Anthropic's S-1 shows an 85% gross margin in H1 from running its models, a reality check for skeptics who said pay-as-you-go model sales wouldn't be profitable

An 85% gross margin on model usage per [The Information](https://www.theinformation.com/articles/anthropics-85-margin-reality-check-skeptics) says the core API business can throw off software-like economics even under pay-as-you-go. Expect sustained price competition at the model layer and more pressure on downstream vendors to justify their take on top.