Deployment tiers
Air-gapped, customer cloud tenancy, or bare metal. Evaluation sandbox is not a production residency control. In every tier that touches customer data, the customer holds the keys.
Sovereignty
Three controls not one region flag
Policy, infrastructure and model must each be answered. A local data centre without control of the weights is residency without sovereignty.
What fires in the path
Policy, DLP, human-in-the-loop and immutable logs live in the path of inference. Disconnect the network and the controls still fire. A report generated after the fact is not governance.
Explore related BizfyLabs solutions
Frequently asked questions
Can sovereign AI still use modern model quality?
The Foundation ships Apache 2.0 and MIT weights for vision, LLM, embeddings and reranking. Licence text is on disk. Quality is proven on your documents in a paid proof of value, not by an undated marketing figure.
Keep reading
Platform
AI Engineering Company
BizfyLabs is operated by BizfyLabs LLC. We license a runtime and two applications that sit on it. Inference runs inside your perimeter. We do not sell a services catalog or a suite of departmental operating systems.
Proof
LLM Evaluation & Selection
We do not sell LLM selection as a consulting SKU. The Foundation ships named open-weight files with licence text on disk. Accuracy figures, when published, carry test set, date, model version and scoring method. Until then, the honest statement is: no public number.
Dubai
AI Company in Dubai
BizfyLabs LLC is based in Dubai, United Arab Emirates. We license private AI that runs inside the customer perimeter, the argument CBUAE and the Health ICT Law require, not a residency flag on a public model.
Talk to BizfyLabs
Read sovereignty, then the demo
Who is controller, where records rest, who holds keys, which licence files sit on disk.
Offline demo on a disconnected machine
Paid proof of value, criteria in writing