I used to think working from Morocco, outside any of the usual tech or brand-strategy hubs, was the thing I had to explain away before anyone took my research seriously, a caveat to get through quickly before the real content started, the way a footnote gets skimmed on the way to the argument that actually matters, rather than a load-bearing part of the argument itself. I don't think that anymore, and the reason took me longer to actually believe than I'd like to admit.
The default nobody names, because it never had to defend itself
Most of the AI governance and brand-trust frameworks currently circulating were built inside a fairly narrow cultural default — Western, English-first, and quietly assuming that transparency equals trust, that the individual is the natural unit of decision-making, and that direct, low-context communication is simply how honesty sounds. None of that is wrong, exactly. It's just specific, in the way any framework built inside one dominant context tends to mistake its own specificity for a universal baseline, because it never had to defend that assumption against a context where it visibly, obviously didn't hold up under any real scrutiny.
I know it doesn't hold everywhere because I don't have the option of forgetting it. Trust, where I'm building from, runs at least as much through relationship and hospitality as through disclosure. Identity isn't a single stable register — it's Amazigh heritage, Arab-Islamic culture, and a French colonial layer that still shapes language, education, and class signaling today — often within the same conversation, where a single sentence might move between Darija, French, and Modern Standard Arabic depending on exactly who's listening and what needs establishing. None of that is exotic or unusual from where I'm sitting; it's simply how identity actually works here, which is precisely why a framework that treats it as an edge case rather than a starting condition was never built with someone like me, or a client like the ones I work with, in mind. A framework built somewhere that never had to hold three languages and three cultural registers in one sentence doesn't have to reckon with that complexity until someone hands it a context like this one — at which point it either bends, or it quietly stops being accurate the moment it leaves the context it was built in.
What building from here forces you to do differently
I didn't add this complexity to my research as a caveat after the fact, the way a lot of frameworks bolt on a "cultural considerations" appendix once someone points out the gap. It's load-bearing from the start, because I never had the luxury of building the framework somewhere culturally homogeneous first and generalizing outward later. Every construct I build — Brand Drift, the BIG Framework, the whole idea of what "authentic" even means to a given audience — has to survive being tested against a context where the dominant Western assumptions about trust and identity simply don't describe what's actually happening. That's not a disadvantage I've learned to work around. It's closer to a forcing function, one that a researcher building from inside the dominant default never has to apply to their own thinking unless they go looking for it deliberately, which most frameworks, understandably, never do, because nothing forces them to.
This is also, not incidentally, why Estonia earns a genuine place in my research design rather than functioning as an afterthought, and why the UAE and Saudi Arabia are central cases rather than a single convenient one. A framework that only has to survive contact with its own country of origin isn't a framework yet. It's a description of a place that hasn't been stress-tested.
What I mean when I say the assumptions travel badly, concretely
It's easy to state this abstractly and harder to point to exactly where it bites. Here's a concrete version. A brand-trust framework built on the assumption that transparency is the primary lever of trust will tell a founder to disclose more — more process, more pricing logic, more behind-the-scenes detail — as the fix for a trust deficit. I've watched that advice actively backfire in Gulf and Moroccan client contexts, where the actual trust deficit had nothing to do with disclosure and everything to do with the brand reading as relationally distant, a stranger being very forthcoming rather than a known quantity being genuinely close. The fix that worked wasn't more transparency. It was investing in the relational continuity — the same touchpoints, the same voice, the same sense of being known over time — that the imported framework had no native category for, because it was built somewhere that reads trust through disclosure first.
The part I had to stop doubting
I'll be honest, because doubt is a pretty constant companion of mine and I don't think pretending otherwise would be useful to anyone reading this: for a long time I read "based in Morocco, self-funding a publication record before formal enrollment" as a list of disadvantages relative to a researcher sitting inside a well-resourced Western institution with an established pipeline into the exact journals I'm trying to reach. Some of that is a real, practical constraint, and I'm not going to pretend the financial gate I'm working against doesn't exist. But the positioning itself — building a framework about brand identity, culture, and AI from a context that was never allowed to assume its own defaults were universal — isn't the disadvantaged version of this research. It might be the only honest place to have started it from, precisely because it never let me forget that a framework's origin is also its blind spot until proven otherwise.
What this means if you're the one being governed by someone else's framework
If you're running a brand anywhere outside the specific cultural default most AI governance and brand-trust thinking quietly assumes, this is worth sitting with directly: a framework that tells you transparency alone builds trust, or that a single consistent voice is the whole answer to authenticity, may be describing a trust economy that isn't yours. That doesn't mean throw the framework out. It means ask, specifically, which parts of it were built assuming a cultural default you don't actually operate inside — because that's usually exactly where the framework will quietly misfire on you first, and where a framework built with your kind of complexity already priced in will hold up instead, precisely because it was never allowed the luxury of assuming you didn't exist.
What this looks like when I'm sitting across from an actual client
I want to make this less abstract still, because it's easy to nod along with "trust economies differ" as a general principle and harder to see what it changes in an actual working session. When I sit down with a founder here to build a positioning strategy, I don't start from a template that assumes a single voice, consistently applied, is the whole job — because for a Moroccan brand speaking to Moroccan customers, "consistent" might mean consistently code-switching in a way that reads as fluent and native rather than jarring, not consistently using the same three words in every touchpoint the way a Western consistency checklist would define it. I've had to build my own internal test for this, essentially asking whether a shift in register reads as authentic fluency or as an inconsistent, poorly managed brand voice — a distinction a framework built somewhere monolingual has no reason to have ever needed.
Where I actually want this to go
I'm not arguing that a Morocco-built framework should replace a Silicon Valley-built one, any more than I'd argue the reverse. I'm arguing that the origin of a framework is data about its limits, and treating any single origin as a neutral, unmarked default — the way most currently circulating AI governance thinking treats its own Western starting point — hides exactly the information a founder needs before deciding whether to trust it in their own, different context. My hope for this research, honestly, is much less about proving one origin superior and much more about making that hidden limit visible enough that nobody has to discover it the hard way, the way I've watched more than one client discover it already, expensively, after committing to a strategy that had never actually been tested against the context they were operating in, only to find the fix cost far more than the earlier check would have.
Building a brand across a context that most off-the-shelf frameworks weren't built to explain? Get Your Free Brand Audit → and let's find the parts that don't actually fit before they cost you something.
References
Hofstede, G. (2001). Culture's Consequences: Comparing Values, Behaviors, Institutions, and Organizations Across Nations (2nd ed.). Sage Publications.
Hofstede, G., Hofstede, G. J., & Minkov, M. (2010). Cultures and Organizations: Software of the Mind (3rd ed.). McGraw-Hill.
Kapferer, J.-N. (2008). The New Strategic Brand Management. Kogan Page.