The Hidden Reason AI Systems Fail to Deliver Reliable Answers

AI system failures often originate from inconsistent or poorly structured data preparation, rather than the answer generation process itself. Addressing these foundational data quality issues is crucial to avoid increased costs and improve reliability, as model upgrades alone are insufficient.