Vibe coding" is everywhere but what does it take to put natural-language app generation in front of real business users, on real data, in production? We built exactly that: a platform where business users describe what they need in plain language, and the system generates working applications backed by MS Fabric.

In this session, we go under the hood of the architecture that makes this possible. We'll cover how rayfin handles the generation layer, how we integrated it with MS Fabric for data access and governance, and the hard engineering problems that don't show up in a five-minute demo: guardrails against hallucinated logic, keeping generated apps maintainable, securing data access, and validating output before it reaches production.