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Why the agentic era is already hitting resource walls

18 min · 27. huhti 2026
jakson Why the agentic era is already hitting resource walls kansikuva

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In this Trendline episode, NLW and KPMG's Steve Chase dig into the resource constraints that are defining the agentic era - from compute competition between training and inference to the reality that agent usage is growing faster than costs are falling. They explore what separates leading organizations from the rest, including systems thinking around model selection, token management, and building resilience into agentic deployments before it's too late.

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jakson AI strategy: Aligning culture, leadership, and measurement for successful AI adoption kansikuva

AI strategy: Aligning culture, leadership, and measurement for successful AI adoption

To kick-off our seven-part series, Episode 1 examines how organizational culture and leadership shape the success of AI adoption at scale. Nathaniel Whittemore is joined by Kevin Bolen, Head of AI Transformation, Strategy and Investments. In this episode, they explore what it takes to create AI-friendly environments, tackle the challenges of a multigenerational workforce, and integrate AI expectations into a company's ethos. Kevin offers a framework for measuring impact, sharing practical tools to demonstrate ROI and break free from 'pilot purgatory.' Tune in for clear, actionable insights on aligning culture, leadership, and measurable outcomes to drive real enterprise transformation. Leading organizations aren't waiting - they're already investing, scaling, and positioning themselves to reap the benefits of AI now. This isn't just a technical conversation - it's a leadership imperative. Learn more at www.kpmg.us/ai Continue the conversation with .

23. heinä 202529 min