Insights

Perspectives on AI, strategy, and change.

Practical answers on building AI, improving operations, and making decisions across businesses, governments, and institutions.

• Can AI help us plan when our operational data is incomplete?
  How to improve operational decisions with fragmented data: establish what is known, compare scenarios, and validate forecasts before relying on them.
• Our AI pilot works. What does it take to run it reliably?
  A practical guide to taking an AI pilot into everyday use: task evaluation, permissions, monitoring, recovery, human oversight, and support ownership.
• The Two-Speed Corridor: Where the AI Race Actually Stands
  The UAE is inside the license-free wall. Riyadh is negotiating with both sides. The real map of the AI race's third theater.
• What does AI governance for a regulated institution actually require?
  The framework that lets AI survive a regulator and a board at the same time.
• How should a CEO approach AI training for the executive team and board?
  Why most AI training fails leadership, and what to do instead.
• Sovereign AI strategy for GCC governments
  Controlling the dependencies that matter, a practical operating model.
• Strategic foresight and AI for institutional leaders
  Seeing what comes next across capital, technology, and regulation.
• How should institutions govern agentic AI?
  What changes when AI moves from advising to acting.
• AI governance in the Middle East
  Satisfying a board and the region's regulators at once, GCC and Levant.

More on the way. For weekly signal, see the Epirroi Signal at epirroi.com/insights.