Voice AI is moving fast from pilot experiments to mission-critical enterprise infrastructure, especially across banking, financial services, and high-volume customer engagement. But what happens once the demo ends and the real calls begin?
At the Global Fintech Fest (GFF’26) at Jio World Centre, Mumbai, the Vobiz team caught up with founders, CTOs, and product leaders across 10 pioneering Voice AI companies.
In this playlist, we skip the marketing fluff and dive straight into the hard engineering and operational realities of deploying Voice AI at scale:
Real Infrastructure vs. Demos: Why handling millions of concurrent calls requires a dedicated look at telephony reliability, SIP routing, and carrier deliverability.
Latency & Speech-to-Speech: How Small Language Models (SLMs) and native audio-to-audio stacks are racing toward sub-second response times.
The Outcome Shift: Why BFSI leaders are moving away from vanity metrics like "how human the bot sounds" toward hard conversion rates, 50%+ collection efficiencies, and outcome-based pricing.
Dialects, Accents & Empathy: Navigating how India actually speaks—code-switching, multi-lingual workflows, and delivering consistent customer empathy at population scale.
Featured in this series:
Bolna AI
helo.ai (by VivaConnect)
ElevenLabs
RevRag AI
YuVerse (a Yubi company)
Frameo.ai
Oli AI
Nugget (by Zomato)
Bluemachines AI
Rezolv AI
Whether you're an enterprise leader looking to automate complex workflows or an engineer building the next generation of voice agents, these raw boothside interactions give you an honest snapshot of where conversational tech stands today.
🔗 Learn more about telephony infrastructure for Voice AI:
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