alphalist.CTO Podcast - For CTOs and Technical Leaders

#126 - AI Transformation at Scale: Practical Adoption Across 150+ Engineers with Peter Gostev // Head of AI @ Moonpig

Jul 24, 2025
Peter Gostev, Head of AI at Moonpig, is a trailblazer in AI transformation within large engineering organizations. He discusses the challenges of bridging the gap between AI hype and real-world implementation, especially in a 600-person company. The conversation covers managing AI adoption among 150 engineers while emphasizing the need for effective communication and training. Peter delves into the realities of AI tool usage, the importance of collaboration, and crafting a three-pillar AI strategy that combines tools, automation, and experimentation.
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INSIGHT

Dual Nature of AI Hype

  • AI hype mixes overestimation of current capabilities with underestimation of future potential.
  • Massive growth in computing power will drive significant AI advancements soon.
ADVICE

Master AI Workflow Nuances

  • Develop intuition for AI tools by exploring subtle workflow changes and best practices.
  • Small details, like file naming, profoundly impact AI effectiveness and productivity.
INSIGHT

AI is Small Part of Projects

  • Most AI projects require primarily non-AI software engineering work, like integration and UI.
  • The AI contribution usually only constitutes 10-20% of total project effort.
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