# Insights

- Link: https://xanadu.co/insights/
- Published: 2025-11-20T18:07:45+04:00
- Author: Marco Sarroca

Insights

# Ideas that move the world forward

Fresh thinking from the Xanadu team on AI, Canva and how the best organisations 
put them into production.

![](/wp-content/uploads/2025/11/3d-triangle.webp)

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 * [⌊Your AI policy just became enforceable⌉⌊Your AI policy just became enforceable⌉[
 * 
   ### 󠀁[Your AI policy just became enforceable](https://xanadu.co/your-ai-policy-just-became-enforceable/)󠁿
   
 * Every enterprise has an AI policy. Almost none can enforce it. Anthropic’s Inference
   hooks move the enforcement point to before the model runs.
 * [Read more](https://xanadu.co/your-ai-policy-just-became-enforceable/)
 * [⌊The AI Operating Model for Higher Education⌉⌊The AI Operating Model for Higher
   Education⌉[
 * 
   ### 󠀁[The AI Operating Model for Higher Education](https://xanadu.co/ai-operating-model-higher-education/)󠁿
   
 * Two years of policy work on what students cannot do with AI. Not one line on 
   what the admissions team can. Here is what…
 * [Read more](https://xanadu.co/ai-operating-model-higher-education/)
 * [⌊The AI Operating Model for Franchise and Multi-Site Operators⌉⌊The AI Operating
   Model for Franchise and Multi-Site Operators⌉[
 * 
   ### 󠀁[The AI Operating Model for Franchise and Multi-Site Operators](https://xanadu.co/ai-operating-model-franchise/)󠁿
   
 * One promotion, forty versions of the artwork across the network, and nobody you
   can hold accountable. Here is what an AI operating model looks…
 * [Read more](https://xanadu.co/ai-operating-model-franchise/)
 * [⌊The AI Operating Model for Real Estate⌉⌊The AI Operating Model for Real Estate⌉[
 * 
   ### 󠀁[The AI Operating Model for Real Estate](https://xanadu.co/ai-operating-model-real-estate/)󠁿
   
 * Six subscriptions, no change to the business. Here is what separates real estate
   companies where AI runs in production from the ones still experimenting.
 * [Read more](https://xanadu.co/ai-operating-model-real-estate/)
 * [⌊The AI questions you’re not asking yet⌉⌊The AI questions you’re not asking 
   yet⌉[
 * 
   ### 󠀁[The AI questions you’re not asking yet](https://xanadu.co/the-ai-questions-youre-not-asking-yet/)󠁿
   
 * Recently, I wrote about the questions regional CEOs keep asking me about AI. 
   Where do I start? How do I stay in control? Will…
 * [Read more](https://xanadu.co/the-ai-questions-youre-not-asking-yet/)
 * [⌊Most AI projects quietly fail. Here’s how to know if yours will.⌉⌊Most AI projects
   quietly fail. Here’s how to know if yours will.⌉[
 * 
   ### 󠀁[Most AI projects quietly fail. Here’s how to know if yours will.](https://xanadu.co/most-ai-projects-quietly-fail-heres-how-to-know-if-yours-will/)󠁿
   
 * Most AI projects we see across the Gulf are quietly failing. Not loudly. There’s
   no crash and no post-mortem. The pilot just goes quiet,…
 * [Read more](https://xanadu.co/most-ai-projects-quietly-fail-heres-how-to-know-if-yours-will/)
 * [⌊The questions regional CEOs keep asking me about AI⌉⌊The questions regional
   CEOs keep asking me about AI⌉[
 * 
   ### 󠀁[The questions regional CEOs keep asking me about AI](https://xanadu.co/questions-regional-ceos-ask-about-ai/)󠁿
   
 * Most weeks, I’m across the table from a CEO somewhere in the Gulf. Real estate,
   financial services, government-adjacent businesses. A year ago, the AI…
 * [Read more](https://xanadu.co/questions-regional-ceos-ask-about-ai/)
 * [⌊You don’t have to rip out Adobe to stop overpaying for it⌉⌊You don’t have to
   rip out Adobe to stop overpaying for it⌉[
 * 
   ### 󠀁[You don’t have to rip out Adobe to stop overpaying for it](https://xanadu.co/reduce-adobe-costs/)󠁿
   
 * The biggest line in most enterprise creative budgets isn’t the software people
   use. It’s the software they don’t. Walk into almost any large organisation,…
 * [Read more](https://xanadu.co/reduce-adobe-costs/)
 * [⌊The Hardest Part of a Brand Update Is Not the New Assets. It Is Retiring the
   Old Ones.⌉⌊The Hardest Part of a Brand Update Is Not the New Assets. It Is Retiring
   the Old Ones.⌉[
 * 
   ### 󠀁[The Hardest Part of a Brand Update Is Not the New Assets. It Is Retiring the Old Ones.](https://xanadu.co/the-hardest-part-of-a-brand-update-is-not-the-new-assets-it-is-retiring-the-old-ones/)󠁿
   
 * This is the most common failure mode in brand management, and it is almost never
   caused by negligence or a lack of care. It…
 * [Read more](https://xanadu.co/the-hardest-part-of-a-brand-update-is-not-the-new-assets-it-is-retiring-the-old-ones/)

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