Articles about production-ml

Jun 12, 2026 · crazyaiml · AI & Machine Learning

Credit Card Personalization Architecture: The ML Stack That Actually Works

Most banks have the data to personalize credit card offers at scale. Most can't actually do it in production because their ML architecture wasn't designed for real-time decisioning. Here's what the right stack looks like — and why the wrong one loses to Amazon.

Jun 12, 2026 · crazyaiml · AI & Machine Learning

FDE Architecture Framework: Build Production ML Systems That Don't Break

Feature-Decision-Execution (FDE) is the layered architecture pattern that separates ML prediction from business logic from system action — the pattern that makes production ML systems maintainable, auditable, and safe to iterate on.