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What happens when every conversation becomes data – and every meeting becomes a source of competitive advantage? In this Mixture of Expert series interview from the New York Stock Exchange, Otter.ai founder and CEO Sam Liang joins Gemma Allen for a sharp examination of how conversational intelligence is fast becoming a strategic enterprise asset. Liang reflects on Otter’s decade-long evolution, from building speech recognition before AI was fashionable to architecting a meeting-centric knowledge platform designed for the generative era. He makes a compelling case that voice is the largest untapped data source in modern business. With proprietary transcription models, advanced speaker recognition and a portfolio of patents, Otter is capturing nuance – accents, cross-talk, shifting topics – and converting it into structured institutional knowledge. Liang details how Otter blends proprietary technology with foundation models from OpenAI, Anthropic and open source ecosystems to extract insight from the messy dynamics of real-world meetings. The ambition is bold: AI agents that not only summarize discussions but join them, mediate disagreements, draft emails and generate product documents in real time. With integrations spanning Gmail, Slack, Salesforce and HubSpot, Otter aims to transform meetings from time sinks into measurable, optimizable workflows. Liang also addresses competitive pressure from tech giants, arguing that startups retain the advantage in focus and speed. The result is a vision of enterprise intelligence built not on static documents, but on living conversation – analyzed at scale and activated across the business. Find more SiliconANGLE news and analysis https://siliconangle.com/ Follow theCUBE's wall-to-wall event coverage https://siliconangle.com/events/ Learn about the latest theCUBE events https://www.thecube.net/ 00:00 - Intro 00:07 - From Speech to Insights: The Journey of Otter.ai 02:51 - Adaptation and Innovation: Otter.ai's Journey Through COVID, AI Advancements, and Proprietary Technologies 06:27 - Navigating the Present and Future of Foundation Models and Otter.ai in Meetings 10:06 - Transforming Enterprise Intelligence: The Role of Otter.ai in Modern Applications 12:50 - Leveraging Voice for a Meeting-Centric Knowledge Base 16:24 - Innovation and Competitiveness: Strategies for Thriving Against Giants 19:29 - Envisioning the Future: The Path Forward for Otter.ai #theCUBE #NYSEWired #MOEexperts #theCUBEresearch #OtterAI #ConversationalAI #EnterpriseAI