How to deploy LLMs in jurisdictions with strict data residency rules — without crippling capability.
Recent regulatory shifts in the GCC, KSA, and India have made sovereign deployment of LLMs a programmatic requirement rather than a procurement preference. This whitepaper walks through the architectural choices that determine whether sovereignty is a constraint or an accelerator.
A four-tier reference: data residency layer, model gateway, content firewall, evaluation harness. Each tier is composed of well-known open-source and managed components, with proven deployment patterns in three jurisdictions.
Extending SR 11-7 controls to retrieval-augmented LLM systems. We document the six artefacts our regulators have accepted on first review, with template language ready for adoption.
Sovereign deployment changes who can see what, when. The whitepaper covers RACI, audit packs, and the controls that make sovereignty operationally sustainable rather than a compliance ceiling.
Three case studies — a sovereign bank, a federal agency, a regulator — with the specific architectural choices made and the trade-offs accepted.
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