Data residency and security for AI agents

Answer badge stating where the model processed the request

Data residency and security

Name the region. Say what still leaves it.

Summary: The 10ⁿ Agentic Service Platform runs in Microsoft Azure UAE North. Whether a language model processes data in the UAE depends on the deployment type, not the region of the account, so we state it on every answer. In production the model route is UAE-processed, while two channels, WhatsApp and third-party voice, still cross the border by design. For entities that need everything on their own premises, we design the same stack for their Kubernetes cluster and GPU servers.

What runs where

PartOur demoProduction in the cloudOn premises
Agents, tools and APIsAzure Container Apps, UAE NorthThe same, in a dedicated subscription with private connectivityThe entity’s Kubernetes cluster
Records, transcripts and auditPostgreSQL, UAE NorthThe same, zone-redundant, with customer-managed keysThe entity’s database
Knowledge indexService descriptions inside the application; Azure AI Search, UAE North, in our document demosAzure AI Search, UAE NorthA search and vector store inside the entity’s network
Speech, Arabic and EnglishAzure AI Speech, UAE NorthThe sameA speech service on the entity’s servers
Language model processingGlobal deployments, which may process outside the UAE; every answer says soA UAE-processed route: regional provisioned capacity in UAE North or a UAE sovereign cloud endpointOpen-weight models on the entity’s GPU servers
WhatsAppMeta and a WhatsApp Business provider, outside the UAEThe same; the entity decides which services use itNot available on a closed network
Browser voiceA voice service outside UAE NorthThe entity’s telephony with speech in UAE NorthThe entity’s telephony
One minute on why the region name alone does not tell you where your data is processed.

Sovereign AI: three deployment options

OptionWhere the models runWhen it fits
Azure UAE North, regional provisioned capacityIn UAE North, on reserved capacityMost government and regulated services; the cost becomes a fixed monthly fee
Azure UAE North with a UAE sovereign cloud model endpointWith a UAE sovereign cloud providerWhen the entity already buys from one, or needs its certifications
On premisesOpen-weight models on the entity’s GPU serversClosed networks and classified data; see on-premise AI and what a sovereign platform needs on site

Security controls in a production design

  • A dedicated Azure subscription for the entity, with a site-to-site VPN or private link to its systems.
  • A web application firewall and an API gateway in front of every channel and every model call.
  • Managed identities between services, keys in Key Vault with HSM protection, and customer-managed keys for stored data.
  • Role and context checks on every retrieval and every action.
  • Logs streamed to the entity’s security monitoring (SIEM).
  • Zone redundancy and a recovery site in the UAE.
  • Production access for named UAE-based staff only. Engineers and coding tools work on code and synthetic data.

Our demo shares a pilot environment with our other demonstrations and has none of the infrastructure controls above: no dedicated subscription, private link, zone redundancy or SIEM feed. That is acceptable for fictional data and wrong for a government service, so every production deployment starts from a dedicated design and the entity’s written security approval.

Every answer in the demo carries a badge saying the model was not processed in the UAE
Every answer in the demo states where its model ran: Model processed in UAE: no (demo, Global Standard).

Regulation we design against

We map controls per deployment to the rules the entity applies, usually the UAE Personal Data Protection Law (Federal Decree-Law No. 45 of 2021), the UAE Information Assurance Standards and, for Dubai entities, the Information Security Regulation of the Dubai Electronic Security Center. The entity’s security team assesses compliance for each deployment; we supply the data-flow and residency assessment, the threat model and the control mapping.

Want to see it on your own service? We run the demo live with you, in Arabic or English.

Request a demo

Related: Agentic AI Platform, on-premise AI in the UAE, data residency on Azure UAE North, what in-country actually requires.

Frequently asked questions

Is your demo UAE-resident?

Partly. The platform, records and audit run in Azure UAE North, but the demo’s language models use global deployments, which may process data outside the UAE. Every answer says so, and that is why the demo holds fictional data only.

Can the platform run fully on premises?

Yes, by design: agents and tools on the entity’s Kubernetes cluster, open-weight models on its GPU servers, search and storage inside its network. WhatsApp and third-party voice drop out or move to the entity’s own telephony. Each on-premises deployment is sized as its own project.

Do you train models on our data?

No. The platform uses models as they are and grounds them on your sources at run time. Your data, prompts and transcripts are not used to train shared models.

Who at 10ⁿ Tech can see production data?

Our rule: only named UAE-based staff get production access. Everyone else, people and coding tools alike, works on code and synthetic data.

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