Most AI Products Look Best in the Demo. Product Adoption Is the Hard Part.

📰 Medium · Startup

Many AI products excel in demos but struggle with adoption, highlighting the need for a strategic rollout plan

intermediate Published 12 May 2026
Action Steps
  1. Identify potential operational habits that may hinder AI adoption
  2. Develop a change management plan to address internal resistance
  3. Establish key performance indicators (KPIs) to measure AI product effectiveness
  4. Pilot test the AI product with a small group before full rollout
  5. Gather feedback from early adopters to inform future improvements
Who Needs to Know This

Product managers and entrepreneurs can benefit from understanding the challenges of AI product adoption, as it affects their ability to successfully integrate AI solutions into their businesses

Key Insight

💡 AI product adoption is a crucial step that requires careful planning and execution to overcome operational and internal hurdles

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💡 AI products often shine in demos, but adoption is the real challenge #AIadoption #productmanagement
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