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In this interview from Smarsh EDGE 2026, Kamesh Tumsi, chief product officer of Smarsh, joins theCUBE + NYSE Wired's Gemma Allen to discuss how the company is building governance into its open AI platform to keep pace with agentic innovation. Tumsi, who joined Smarsh eight months ago, explains how new MCP server capabilities and a growing suite of AI agents let clients bring their own models and tools while Smarsh guarantees the underlying data access, auditability and explainability. He notes that 70% to 80% of compliance spend still goes toward labor, framing AI as an opportunity to close that gap and accelerate ROI. The conversation also explores Tumsi's framework for matching agentic autonomy to workflow risk, ranging from AI-assisted data access to fully autonomous execution under adaptive guardrails. He breaks down how Smarsh evaluates reversibility, complexity and observability before deciding how much decision-making authority to hand to an agent versus keeping humans accountable. Tumsi also touches on how generative AI tools are blurring the lines between engineers, product managers and designers, with newer hires prototyping interfaces and vibe-coding solutions in hours rather than weeks. Rather than chasing every tool trend, Smarsh prioritizes hiring for curiosity and adaptability. From solidifying core platform capabilities to extending true innovation through client partnerships, Tumsi outlines a roadmap for scaling compliance technology without sacrificing governance. 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 - AI Innovation and Governance Through Open Platforms 02:53 - Prioritizing Compliance Investments and Customer ROI 05:17 - Matching Agentic Autonomy to Workflow Risk 07:45 - AI Reshapes Product Development Roles #theCUBE #SmarshEdge #theCUBEresearch #Smarsh #AI #Compliance #FinancialServices

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