Enterprise AI is running into a familiar problem within energy and manufacturing industries: the technology is moving faster than the organization around it. In this episode of The AI Forecast, Paul Muller sits down with Patrick Bangert, VP and Chief of AI at Occidental Petroleum, and author of “Leading Enterprise AI Programs: Optimize AI Teams for Value Creation,”  to unpack the complexities of rolling out AI at enterprise scale in highly regulated industries with serious physical risks and 24/7 operations. Together, Paul and Patrick take a closer look at: - How machine learning solves complex physical problems with predictive maintenance - Organizational change management when responses are emotional - Why reinventing organizational processes is key to AI success - The rise of shadow AI and startups as drivers of innovation - Why responsible AI and governance are essential for scaling safely - How to balance experimentation with long-term AI effectiveness For leaders navigating enterprise AI in industrial settings, this episode offers a grounded, practical perspective on what separates hype from impact, and how to build an AI strategy that actually delivers. *Want to know more about the obstacles facing enterprise AI?* Check out https://www.youtube.com/watch?v=gHybo8iVgkc&list=PLe-h9HrA9qfAmGHgsmXUZgLL-T4Xjhlq8&index=21 *Stay in touch with Patrick:* Patrick Bangert on LinkedIn: https://www.linkedin.com/in/patrick-bangert/  🔔 Like and subscribe to The AI Forecast, sponsored by Cloudera, to stay up to date on the latest episodes. https://www.youtube.com/channel/UCXY5wm6HlBL_Y_8SDxJNR0g?sub_confirmation=1 *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/4UtcGwQqCYwMXaQrN0CNbP Apple: https://podcasts.apple.com/ie/podcast/industrial-enterprise-ai-the-missing-piece-is/id1779293119?i=1000761499354 Chapters: 00:00 Turning AI Strategy into Value 01:52 Active Listening and NASA Background 03:12 Why Fire is the Ultimate Technology 04:16 Automating Chores vs Artistic Painting 06:11 Why Robotics Lags Behind AI 08:07 Data Prep is the Real Work 10:40 Cleaning the Basement of Enterprise Data 12:16 Physics Equations and Machine Learning Weights 17:00 Why Patrick Wrote Leading Enterprise AI 19:46 GPS Analogy for Enterprise AI Foundations 24:08 Change Management and Human Motivation 26:38 Design Thinking Workshops and Agile Increments 31:48 POC Means Proof of Competence 36:00 Re-Engineering the Corporation with AI 39:19 Startup Realities and the Bigger Idiot 43:00 The Limits of Vibe Coding 47:34 Responsible AI Keeps Lawyers Away 50:31 Don't Believe the Vendor Hype *Connect with Cloudera:* LinkedIn ► https://www.linkedin.com/company/cloudera Facebook ► https://www.facebook.com/cloudera/ X ► https://twitter.com/cloudera Spotify ► https://open.spotify.com/show/102S8zoZR6nmZV0HxZlxZu #EnterpriseAI #AIStrategy #DataReadiness #ChangeManagement #Cloudera #DataStrategy #TheAIForecast

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