AI Agents for Business Analytics

​LLMs are great at language but terrible at business analytics. The best text-to-SQL models hit about 78% accuracy. Not exactly board-ready numbers.

​Ryan Boyd covers what it takes to close that gap: semantic modeling, SQL dialect training, pre-defined metric tools, and architecture patterns that keep costs under control when agents start generating 20x more queries than humans.