On stages and on the record.
Keynotes, panels, podcasts, and executive interviews on Voice AI, agentic architecture, latency, and governance — grounded in production deployments.
Speaking & media history
What Hari speaks about
Agentic Voice AI in Production
Real-time voice automation powered by RAG and sentiment AI — the Manulife blueprint: Avaya IVR to self-optimizing agentic platform.
Architecture Over Bigger Models
Why hybrid SLM/LLM systems with confidence gating and context lakes beat model-chasing — latency, accuracy, reliability.
AI Without the Hype
What’s real, what’s not, and what’s next in enterprise AI — governance, human oversight, and trust at scale.
Bring this perspective to your event.
Keynotes, panels, workshops, and executive briefings on enterprise Voice AI and agentic architecture.

