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NICGULF AI Dubai Artificial Intelligence Digital Transformation UAE Innovation GCC

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Four colleagues at an office desk looking at a laptop together, one standing behind the seated group, late afternoon light across the room Enterprise IT How GCC Enterprises Can Safely Harden AI-Generated Internal Tools Your business teams are already shipping software. A four-gate model — amnesty, classification, identity and secrets, private-cloud redeploy — that scales to forty internal tools without banning the tools that built them. Sandeep Mundra 8 min read 14 Aug 2026

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