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#53: The state of AI prototyping for product managers | Colin Matthews & Tal Raviv

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Apr 14, 2025
Colin Matthews, a product manager and Maven instructor, and Tal Raviv, a product expert and Maven instructor, dive into the evolving landscape of AI prototyping in product management. They discuss insights from Tal’s recent survey revealing both enthusiasm and challenges product managers face with AI tools. Colin shares how AI accelerates project timelines, while they both explore the vital shift towards high-leverage work and the importance of embracing failures in innovative cultures. Their conversation highlights the need for collaboration and adaptive learning in the AI-driven era.
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INSIGHT

High Bounce Rate on AI Tools

  • Many users quickly give up on AI prototyping tools due to unmet expectations early on.
  • Success comes with learning to interact better and iterate on prompts to achieve desired results.
ADVICE

Fail Early and Use System Prompts

  • Try and fail early when using AI prototyping to overcome fear of trying.
  • Use system prompts and visual aids in each request to improve output quality.
ANECDOTE

AI Shortens Build Time Dramatically

  • Colin Matthews shares how AI tools accelerated his prototype build time from months to weeks.
  • He now prioritizes a clear go-to-market plan before starting any coding work.
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