10 years in KYC/AML and I just realized I've been doing data entry with extra steps

Had a moment this week that I can't really shake. I was halfway through a CDD remediation case, pulling customer info from the KYC platform, pulling transactions from core banking, checking screening hits in a third system, then copy pasting it all into a fourth to write up the review. And I just stopped and stared at my screen for a minute because I realized I've been doing this exact sequence for years.

I've been in AML compliance for a decade now. Started as a Level 1 analyst and worked my way up, I've caught real stuff like actual layering schemes that made it to SARs and went to prosecution. but if I'm honest those were maybe a dozen times across my entire career, the other 99% of my job has been investigating alerts that turn out to be false positives because the customer profile hasn't been updated in years. Someone changed jobs, their salary doubled, and the system flags it, then I spend hours pulling records across different platforms to write a paragraph explaining why a teacher depositing their annual bonus isn't money laundering lol.

And the QA loop on top of that!! get pinged for insufficient documentation on a case that was obviously clean, so you learn to write more defensively, which means each case takes longer, which means the backlog grows, which means they hire more analysts to do the same manual work instead of fixing the underlying systems.

The remediation projects are the part that really gets me, you finish one and the next one is already scoped because records start going stale the second you close the file. Nobody invested in keeping things current so it's just an endless cycle of catching up.

I know I'm good at this work, I know it matters, but I can't stop thinking about how much of what I do every day is just moving data between systems that should be talking to each other. And I don't know if that thought makes me want to fix it or walk away from it.