Scaling KYC/AML with Multiple Jurisdictions - Any Horror Stories or Wins?

Hey everyone,

I'm relatively new to the fintech ops space, specifically on the exchange side, and we're starting to look at expanding into a few more jurisdictions beyond our initial handful. The biggest headache, as I'm quickly learning, is trying to harmonize or even just manage the disparate KYC/AML requirements across different regions. It feels like every country has its own nuance for identity verification, source of funds, and what constitutes a 'red flag' transaction.

For those of you who've been through this, especially with an ambitious growth trajectory, what were some of your biggest unexpected challenges? Did you find a sweet spot in terms of automation vs. manual review? Any specific tech solutions that really stood out for managing multi-jurisdictional compliance without breaking the bank or hiring an army of compliance officers? I'm genuinely curious about the real-world experiences, both the pain points and any clever workarounds or wins you've had. The theoretical frameworks are one thing, but actual implementation can be a beast.