AnalysisBusinessJuly 11, 2026

Atul Ramachandran: Chat and citations won't save vertical AI

Atul Ramachandran argues that vertical AI teams prioritize accuracy and features while customers report hallucinations and errors. He contends that chat and citations alone are insufficient to address core challenges.

Featured · Atul Ramachandran

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