The Real AI Divide: Why Some Organizations Win with AI — And Others Struggle episode artwork

EPISODE · May 6, 2026 · 28 MIN

The Real AI Divide: Why Some Organizations Win with AI — And Others Struggle

from IntoTexas AI Podcast · host Shannon Belew

What separates organizations that are thriving with AI from those still struggling to see results?In this episode of IntoTexas AI, Shannon Belew explores groundbreaking new research from The University of Texas at Austin and KPMG examining how employees actually use AI inside organizations — and why only a small percentage of workers generate outsized value from AI systems.The findings challenge one of the biggest assumptions in business today: that AI success is simply about deploying more tools or increasing usage.Instead, the research suggests successful AI adoption depends heavily on:Human behaviorOrganizational cultureWorkflow redesignCritical thinkingLeadership strategyAnd how employees collaborate with AIThe episode also explores:Why “using AI” is different from “working with AI”The rise of sophisticated AI collaborationConcerns about AI overdependence and weakened critical thinkingThe growing problem with measuring AI adoption through superficial metricsWhy leadership teams may need to rethink workforce development entirelyAdditional research and insights referenced include studies from Microsoft, Harvard Business School, Harvard Business Review, MIT Sloan, and other leading organizations examining the future of human-AI collaboration.Subscribe for more conversations exploring how AI, innovation, and organizational transformation are reshaping business and the future of work.#AI #ArtificialIntelligence #FutureOfWork #Leadership #GenerativeAI #BusinessStrategy #WorkplaceTransformation #IntoTexasAI

What separates organizations that are thriving with AI from those still struggling to see results?In this episode of IntoTexas AI, Shannon Belew explores groundbreaking new research from The University of Texas at Austin and KPMG examining how employees actually use AI inside organizations — and why only a small percentage of workers generate outsized value from AI systems.The findings challenge one of the biggest assumptions in business today: that AI success is simply about deploying more tools or increasing usage.Instead, the research suggests successful AI adoption depends heavily on:Human behaviorOrganizational cultureWorkflow redesignCritical thinkingLeadership strategyAnd how employees collaborate with AIThe episode also explores:Why “using AI” is different from “working with AI”The rise of sophisticated AI collaborationConcerns about AI overdependence and weakened critical thinkingThe growing problem with measuring AI adoption through superficial metricsWhy leadership teams may need to rethink workforce development entirelyAdditional research and insights referenced include studies from Microsoft, Harvard Business School, Harvard Business Review, MIT Sloan, and other leading organizations examining the future of human-AI collaboration.Subscribe for more conversations exploring how AI, innovation, and organizational transformation are reshaping business and the future of work.#AI #ArtificialIntelligence #FutureOfWork #Leadership #GenerativeAI #BusinessStrategy #WorkplaceTransformation #IntoTexasAI

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The Real AI Divide: Why Some Organizations Win with AI — And Others Struggle

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This episode was published on May 6, 2026.

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What separates organizations that are thriving with AI from those still struggling to see results?In this episode of IntoTexas AI, Shannon Belew explores groundbreaking new research from The University of Texas at Austin and KPMG examining how...

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