The StudyAML RegTech and FinTech Directory is a curated showcase of technology providers serving compliance, risk, and financial crime professionals across regulated industries. It is designed to help practitioners discover, assess, and compare regulatory and financial technology solutions in a structured, transparent, and practitioner-focused environment. 

The directory emphasizes real-world use cases, regulatory relevance, and practitioner experience. It is not a marketplace and does not promote vendors based on commercial influence or marketing claims.