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Dr. Vikram Singh on Voice AI, Trust and the Gap Between Demo & Deployment

Dr. Vikram Singh talks about why speech recognition was never the main challenge in Voice AI, what changes when these systems have to work in factories and vehicles, and what large enterprises still have to get right before a promising pilot turns into measurable business impact.













