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In this interview from VeeamON 2026, Tony Colon, chief customer officer of Veeam Software Group, joins theCUBE's Dave Vellante and Krista Case to discuss the new Data and AI Trust Maturity Model and how it is redefining enterprise readiness for AI-era risk. Colon traces its evolution from Veeam's earlier Data Resiliency Maturity Model — built with input from 300 customers and a McKinsey partnership — into a four-pillar, 49-subdimension framework that surfaces a stark gap: organizations that once ranked in the top 20% now fall to the bottom tier. He highlights a parallel disconnect: 80% of leaders believe they can scale AI safely, yet only one in three can produce comprehensive audit evidence on demand. The conversation also explores how AI is forcing backup and security teams into the same room and reshaping the organizational chart. Colon observes that customer conversations have shifted from the backup admin to the CISO, and predicts that siloed functions — data protection, governance and privacy — will converge under a single leader within two to three years. New roles like "resiliency engineer" and "AI accelerator engineer" are already emerging to bridge that divide. He points to research showing that 40 to 50% of initial production tests of AI agents drove hallucinations on bad data, making data hygiene and resilience a front-of-line priority for every CIO and CISO. Colon recommends a department-by-department approach — starting AI initiatives on trusted data sources, running the maturity model in parallel and building internal data quality muscle over time. From the ability to "undo AI" and roll back corrupted or compromised datasets to preparing organizations for a future where agents operate across every business unit, he provides a grounded roadmap for enterprises navigating the early and often unpredictable stages of the AI era. 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 00:06 - Navigating the AI-Driven Landscape 03:10 - Advancing AI: Adoption, Impact, and Maturity 07:44 - Future and North Star of AI Integration 09:57 - Evolving Business Models with Data and AI Trust 12:45 - Engaging with the Maturity Model 15:04 - Shift in Organizational Roles 18:05 - Engaging the Maturity Model in Organizations 22:23 - Crafting Tomorrow: From AI Foundations to Future Triumphs #theCUBE #VeeamON #theCUBEresearch #Veeam #DataResilience #AI #CyberResilience

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