AI ambition is everywhere. The models are ready, the investment is flowing, yet the outcomes aren’t keeping up.  Cloudera’s Data Readiness Index 2026  survey identifies a widening gap between what enterprises want from AI and what they can actually deliver. In this episode of The AI Forecast, Paul Muller sits down with Cloudera CTO Sergio Gago to bring a practitioner’s lens to the problem, drawing on experience across the full spectrum from startups to global enterprises.  Together, they unpack the survey to find out what’s really holding enterprise AI back: - Why enterprise AI adoption stalls between pilot and production - How fragmented data ecosystems limit AI effectiveness - How data accessibility limits AI impact - The growing importance of data quality and trust - The critical role of governance in enabling AI at scale - The shift from “hybrid by accident” to hybrid by design in modern architectures - How data readiness determines whether AI delivers real ROI As coding becomes faster and cheaper through AI, the bottleneck is moving upstream to trustworthy, well-governed data. For technology leaders, AI success depends on building the right data foundation. *Want to hear more about data readiness? Check out The Data Readiness Index 2026.* https://www.cloudera.com/campaign/the-data-readiness-index-understanding-the-foundations-for-successful-ai.html?utm_medium=social-organic&utm_source=youtube&keyplay=AI-Anywhere&utm_campaign=Thought-Leadership-Reports---AlwaysOn-FY27-Q1-GLOBAL-CT-Report-Data-Readiness-Index-Survey&cid=701Ui00000tojqLIAQ&utm_content=youtube-cta *Stay in touch with Sergio:* Sergio Gago on LinkedIn: https://www.linkedin.com/in/sergiogh  Sergio’s Quantum Pirates Newsletter: https://quantumpirates.substack.com/   *Like and subscribe to The AI Forecast, sponsored by Cloudera, to stay up to date on the latest episodes. You can watch the video version of this episode on The AI Forecast.* *Links & Resources* 👉Full Series Playlist: https://www.youtube.com/playlist?list=PLe-h9HrA9qfAmGHgsmXUZgLL-T4Xjhlq8 👉Learn more: https://www.cloudera.com/resources/podcast/the-ai-forecast.html?utm_medium=social-organic&utm_source=youtube&keyplay=cross&utm_campaign=Other---FY27-GLOBAL-Always-On-Cloudera-Podcast&cid=UNGATED&utm_content=youtube-cta *🎧 Listen on your platform of choice:* Spotify: https://open.spotify.com/episode/2IHkVQU30zPm6llEPXXThC Apple: https://podcasts.apple.com/ie/podcast/ai-adoption-the-data-readiness-problem-holding/id1779293119?i=1000764265810 Chapters: 0:00 The Race to Operationalize AI: Survival of the Fittest 1:10 Introducing Sergio Gago: Rockstar CTO and Quantum Enthusiast 4:15 The Data Readiness Index 11:30 GitHub Green Squares: Why Your Agent is the New Senior Developer 15:00 Accessibility Roadblocks: Why Your Chatbot Won’t Scale Without Full Data Access 18:05 The ROI Inhibitor: Why Data Quality Still Plagues the Boardroom 29:20 Hybrid by Design: Bridging the Divide Between Data Center and Cloud 33:00 The Era of Convergence: Design Principles for Sovereignty and Flexibility 45:40 Beyond Experiments: Why Companies are Rehiring Their Support Teams 52:15 Theory of Constraints: Is Coding Still the Bottleneck? 56:50 Closing Thoughts: The Pirate CTO and Future Musings *Connect with Cloudera* Subscribe to stay ahead of the curve with the latest in data strategy, open architectures, and enterprise AI innovations. https://www.cloudera.com LinkedIn ► https://www.linkedin.com/company/cloudera Facebook ► https://www.facebook.com/cloudera/ X ► https://x.com/cloudera Spotify ► https://open.spotify.com/show/102S8zoZR6nmZV0HxZlxZu #Cloudera #DataReadiness #EnterpriseAI #DataStrategy #AIROI #HybridCloud #DigitalTransformation #DataGovernance

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