Why does simply "selling seats" of AI tools fail to deliver real business ROI? Stuart MacDonald sits down with Chris Thomas, founder of YNDR, to break down how to build true autonomous operational agents: the difference between superficial "bolt-on" tools and deep "baked-in" architecture, the 4-pillar agent framework (handbooks, files, tools, and logs), and why governance layers and memory management turn AI from an unpredictable chatbot into a reliable digital employee.
Guest: Chris Thomas, Founder, YNDR
In this episode:
• Why AI should be treated like a new hire, not an IT project
• "Baked-in" vs. "bolt-on" AI: why black-box chat bars fail enterprise needs
• The 4 pillars of operational agents: handbooks, files, tools, and logs
• Solving enterprise data-sharing anxiety with read-only sandbox environments
• The "bacon, ranch and cheese" salad analogy: why AI misses context without governance
• Debunking AI myths: data center water usage and sandbox "breakouts"
Connect with Chris:
LinkedIn: / yndr
YNDR: https://www.yndr.com
Recorded live at Columbus AI Week (Sept 10–11, 2026), produced by the Enterprise Technology Association with JobsOhio: https://www.joinaiweek.com/columbus
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The actual reality of AI in the real world. Hosted by Tom Bush, CEO of Actual Reality Technologies, and Stuart MacDonald, award-winning magician and AI consultant.
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