AI & Enterprise AI13 August 20248 min read
Text-to-SQL Beyond Demos — What Production Deployments Actually Require
Natural-language-to-SQL has been a research demo for two decades. Current models make it credible. Making it production-grade in an enterprise data warehouse requires more than the demo suggests.
AI & Enterprise AI19 March 20249 min read
Conversational BI — Patterns That Survive in Production
Conversational interfaces over enterprise data are tempting and easy to demo. The patterns that survive enterprise governance, accuracy expectations, and data complexity are a much narrower set than the demos suggest.