Organisations already generate this data — in photos, shift reports and internal trackers. It's simply disconnected from planning.
AI models can now reliably extract structured information from unstructured formats — impractical even a few years ago.
Gulf capital programmes are investing at a scale where even small reductions in decision latency carry material financial value.