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AI infrastructure & software

Articles on choosing and running AI software: licences and contracts, private AI infrastructure, data residency, costs and security.

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AI infrastructure & software11 min readCan schools use AI to mark exams without sending data abroad? A UAE guideAI marking of school exams is viable in the UAE without cross-border data transfer: how the pipeline works, the PDPL rules, and what to ask before a pilot.AI infrastructure & software10 min readCan a UAE Company Put Customer Data into ChatGPT under the PDPL?A plain, practical answer for UAE business owners: which ChatGPT plans can hold client personal data, how UAE data residency works, and what the contract must say under Federal Decree-Law 45 of 2021.AI infrastructure & software11 min readWhere Can Your AI Data Legally Live in the UAE and Saudi Arabia?A practical guide to AI data residency in the UAE and Saudi Arabia: which services process in country, what regional hides, and how to audit your stack.AI infrastructure & software12 min readSelf-hosted LLM vs API cost: when owning GPUs actually pays offA 2026 break-even analysis for GCC teams: current API prices, real GPU and engineering costs, and the three cases where your own hardware wins.AI infrastructure & software10 min readCopilot vs ChatGPT Business vs Claude Team: which should your SME buy?Copilot Business, ChatGPT Business and Claude Team now cost roughly the same. Here is how UAE companies should pick seats by role, data residency and habitat.
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Blog: AI infrastructure & software articles | Azrty