Sovereign AI needs operational control, not just location
Updated 17 October 2026. A local data centre answers a location question. It does not automatically answer who can access the system, change it or stop it. Sovereignty…
The writing archive
MENA
I write about AI agents, governance and product decisions. Usually because a question won’t leave me alone. Have a different take? I’d like to hear it.
13 essays & field notes13 articles
Sovereign AI procurement needs an exit test
Updated 17 October 2026. A service can be local and still be difficult to leave. Exit is therefore a useful sovereignty question: what can the organisation take with…
Measure AI governance by demonstrated controls
Updated 17 October 2026. An adoption percentage and a governance percentage may measure different things. Subtracting them can produce a dramatic headline without producing a useful management decision.…
AI standards: what to build while guidance evolves
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Plan the critical path for AI governance
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Prepare AI governance evidence for procurement
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Compare AI protections before and after a policy change
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Answer the AI assurance question your customer asked
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Budget for the operation of responsible AI
Updated 17 October 2026. Responsible AI has operating costs after the launch deck is finished. Someone has to maintain tests, review exceptions and keep the evidence aligned with…
Know your agent: build a useful identity record
Updated 17 October 2026. “Know your agent” is a useful product question when it means more than giving software a name. The record should explain why the agent…
There is no single AI compliance clock
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
The Gulf is a product context, not a localisation checkbox
Updated 17 October 2026. A regional product needs more than a translated interface. It needs to make sense in the workflows, language and operating conditions of the people…
Sovereign AI also needs a continuity plan
Updated 17 October 2026. Control over a deployment and continuity of service are related but different goals. A system can satisfy a location preference while remaining vulnerable to…
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