EDUCATION & TRAINING
Building AI Agents for Compliance Monitoring in Finance: Architecture That Passes Auditors
Dev.to Machine Learning
About This Tutorial
The compliance AI that can't explain its decisions is worse than no compliance AI. Here's how to build one that can. There's a specific failure mode that kills fintech AI projects that traditional software projects don't have. The system works. The accuracy is good. The false positive rate is acceptable. And then your compliance officer asks: "Why did this transaction get flagged?" And the answer is "the model gave it a score of 0.87", which is not an answer a regulator will accept. Explainability in compliance AI isn't a nice-to-have. It's a regulatory requirement.