Ansar Mahmood
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What's on my mind about HSE and AI.

Practical essays written from the field — not from a desk. No vendor pitches, no hype cycles. If it's here, it's because a client paid for me to figure it out.

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AI will not replace your safety officer. It will change the job.
15 April 20265 min readAIHSEVision 2030

AI will not replace your safety officer. It will change the job.

Every board in the GCC is asking the same question. Here's the honest answer — from someone running AI deployments on live sites, not writing about them from a desk.

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