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Featured Blog

December 7, 2025

Why Talking to Your Business Data is Not as Easy as it Looks!

Despite the explosion of 'talk to your data' agents, most fall short of production-grade accuracy — here's why the problem is architectural, not just about better LLMs.

November 20, 2025

Evaluating Text-to-SQL Systems: Why Syntax Is Just the Beginning

Text-to-SQL benchmarks measure syntax correctness, but enterprise deployments reveal a bigger challenge: generating relevant, accurate answers to ambiguous questions on heterogeneous data. Discover why context matters...