Summary

Organisations across every sector are investing in AI. Most of those investments will underperform, not because of the model or the vendor, but because of the data infrastructure beneath it, the absence of a clear implementation strategy, or the gap between technical capability and commercial intent.
The promise of AI is real. The gap between that promise and reliable, production-grade delivery is where most organisations get stuck.

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