Research
Conversational AI Needs a Clearer Value Model
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Published Aug 18, 2026 in
Customer Experience
Executive Leadership & Strategy
Type
Market Narratives
Author
Harshit Goel
Conversational AI results are improving, but organisations are shifting focus from engagement metrics to measurable cost, productivity and revenue gains.