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Data Ownership

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Entrepreneur Op-Ed Outlines 90-Day Plan for Startups to Build AI-Native Operations

An Entrepreneur contributor has published a three-phase, 90-day roadmap for founders to become 'AI-native' without a transformation budget: documenting workflows and identifying AI-suitable tasks in the first 30 days, organizing and standardizing company data in the next 30, and redesigning decision rights and performance metrics in the final 30. The piece cites a June survey by Genpact and HFS Research of over 2,000 executives, in which 85% said accumulated 'enterprise debt'—undocumented processes, unusable data, old systems and unprepared staff—limits their AI returns, with researchers estimating about $18 trillion in trapped value across the Global 2000.