The $2 Trillion Compliance Problem: Why Regulated Industries Need a Unified AI Approach

If you've ever worked in compliance infrastructure, you've probably noticed something strange: every industry is solving the exact same problem, and nobody is talking to each other.

I've spent several years building compliance systems. First at a startup using NLP to monitor workplace communications in real time, then at the company that acquired it, running pipelines that process 500,000 files a month from 13 data providers for 1,300 client firms in 105 countries. Before that, I built financial data dashboards that pulled from dozens of market data sources.

Different industries. Different regulators. Different data. Same headaches, over and over.

Here's what I've come to believe: the U.S. spends $2.15 trillion a year on regulatory compliance, roughly 7% of GDP, not because compliance is inherently that expensive, but because every industry reinvents the infrastructure from scratch.

The same problem, three times over

Let me walk through what compliance looks like...

Copyright of this story solely belongs to hackernoon.com. To see the full text click HERE