Perspective · No. 04 · January 2026
From AI Awareness to AI Fluency
Awareness is cheap. Fluency is the new strategic asset — and most GCC organisations have not yet defined what it means for them.
7 min read
Perspective
Essays on sovereign AI
Considered writing on how AI gets built inside the Kingdom's most regulated organisations — sovereignty, governance, and the practice of moving from pilot to production.
Perspective · No. 03 · February 2026
The Pilot-to-Production Chasm
Most AI pilots in the Kingdom never reach production. The chasm is not technical — it is operational, organisational, and architectural.
9 min read
Perspective · No. 02 · March 2026
Sovereignty Is Not an Afterthought
Why sovereignty must be a design constraint from day one — not a compliance overlay added at the end of an AI programme.
10 min read
Perspective · No. 01 · April 2026
The Five Strategic Questions Every GCC Board Should Ask About AI
A practical framework for boards stewarding AI: from sovereignty and risk appetite to talent, measurement, and the cost of doing nothing.
8 min read