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Insights

Operating notes on enterprise AI in the Gulf.

Short and specific. Written by the people who build the systems, for the people who have to run them.

Oil, Gas & Energy · Tender intelligence · UAE

What an AI tender desk actually does with your ICV score

In-Country Value decides more UAE bids than price does. Here is how a tender-intelligence system reads the RFQ, works out the ICV impact of every line, and leaves the decisions to your bid team.

Armaan Puri · 8 October 2026 · 6 min read

Deployment · Governance · UAE

Where does your data go? Data residency for AI systems in the UAE

Operators ask us this before anything else, and they are right to. Here is what managed cloud, your cloud and on-premise really mean when the system includes a language model, and how to decide.

Armaan Puri · 8 October 2026 · 7 min read

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