From Hype to Workflow: Making AI Actually Useful

From Hype to Workflow: Making AI Actually Useful

From Alastair Greener Generationally Speaking by Alastair Greener

February 17, 2026 · 33 min · Episode 30

About this episode

George Cairns joins Alastair Greener to discuss the practical applications of AI and generational responses to technology.

George Cairns, founder of Get AI Powers, joins Alastair to cut through the noise around AI and explain what “agentic” systems really are: tools that can carry out computer-based work with minimal human input. George explores how different generations respond to AI, why older workers are often more adaptable than stereotypes suggest, and why most AI projects fail not because of tech, but because organisations don’t redesign the human system around it. 5 highlights A clear explanation of agentic AI without the hype Why Gen X and Boomers often adapt better than expected The uncomfortable “short struggle” phase of AI adoption Legacy systems and the quiet power of good APIs Using AI as a learning accelerator, not a shortcut George Cairns Takeaways: Automation should improve human work, not just remove it Systems matter more than tools Teaching the “why” beats teaching the button AI can massively expand individual capability if used deliberately Panic ages badly - guardrails age well George Cairns Links https://www.getaipowers.com/ https://www.linkedin.com/in/george-cairns/ https://www.instagram.com/getaipowers/ Youtube: @GeorgeGetAIPowers Generationally Speaking Links: Generationally…

People in this episode

Host: Alastair Greener

Guest: George Cairns

Topics covered

  • AI systems
  • generational adaptability
  • automation
  • human systems
  • technology adoption

Keywords

  • agentic systems
  • AI adoption
  • automation
  • human work
  • legacy systems
  • learning accelerator

Mentioned in this episode

Organizations: Get AI Powers, Generationally Speaking, LinkedIn, Instagram, Youtube

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