
AI Agents Podcast Building AI Teams That Scale with Kumar Velugula Xnode | EP84
Oct 8, 2025
In this discussion, Kumar Velugula, founder and CEO of Xnode.ai, reveals his vision for transforming enterprise workflows through AI. He explores how his journey from finance to technology inspired the creation of an AI operating system that enhances communication between business and engineering. Kumar shares innovative solutions like automating document-heavy processes and improving productivity through conversational AI. He emphasizes the importance of security and access controls while discussing the future of AI in regulated industries, predicting significant growth in intelligent document processing.
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Control Plane Eases Enterprise AI Fears
- Enterprises hesitate to give employees direct access to LLMs due to IP and data privacy risks.
- Xnode built a control plane with enterprise-grade entitlements to address that trust gap.
From Months Of Documentation To Two Days
- Xnode cut three months of post-meeting requirements work down to under two days by transcribing and synthesizing inputs.
- The platform auto-generated roughly 70% of written material from meetings, emails, and PDFs.
KYC Automation At Scale
- Xnode automated KYC flows to handle 250,000 monthly requests in a pilot, closing loops and collecting documents.
- That reduced heavy operational follow-ups for asset management clients.



