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Some decisions are narrow and can be modeled; others are wide and require stakeholder alignment. Understand this distinction to use the type of AI that will be most helpful.

When everyone has access to the same idea-generation engine, your remaining edge is the insight that tells you where to point your business. GenAI can surface data and patterns that help you see it.

Systems built into ministries, regulators, banks, and national platforms are quietly shaping results without ever being part of the user experience.

The people who get the best results from AI aren’t the most technical: They’re the most disciplined. Apply this self-audit tool to keep improving your GenAI sessions.

In the Gulf region, tensions that escalated in February 2026 have not halted hiring activities; however, the process has become more protracted, selective, and contingent.