How we built the first bilingual AI brand strategist — Ask Milan, in English and Arabic

Building in public, so here's an honest update including the parts that didn't work.

What we built:
Ask Milan is a bilingual AI brand strategist inside MilanAura. It works in English and Modern Standard Arabic not translated after the fact, but reasoning natively in both. The wedge is the GCC market: senior experts (executive coaches, consultants, founders) whose highest-value audience often reads in Arabic, and who every English-first branding tool quietly under-serves.

Why bilingual was harder than expected:
Translation is the easy 20%. The hard 80% is register — an argument framed for a Doha boardroom uses different proof, different formality, sometimes a proverb that has no English equivalent. Early versions translated word-for-word and produced Arabic that was technically correct and culturally flat. Native GCC readers spotted it instantly. We rebuilt so the Arabic is generated as Arabic, not English-in-disguise.

Honest numbers:
Months of building. Product is live (app.milanaura.app). Small but real signal Arabic content is already pulling out-of-network reach from the Riyadh region, which is exactly the audience English-only tools miss. We're pre-scale and talking to our first cohort now, so this is early, not a victory lap.

What I'd love feedback on: if you've built for bilingual or non-Western audiences how did you handle register and cultural framing beyond translation? And for the GCC folks here: does an Arabic-native brand strategist solve a real pain, or are you fine operating in English? Genuinely want to know.

Full build log and context: milanaura.app/founder