Source: Ravi Mehta
Product organizations are discovering that AI tools designed for efficiency aren't translating into actual time savings or workload reduction. The obstacle isn't the technology itself but organizational friction around adoption, workflow redesign, and the tacit knowledge required to use these tools effectively. This is significant because product teams are early adopters with high AI literacy. If they can't realize efficiency gains, the broader consumer market faces steeper barriers to meaningful AI integration. Both vendors and enterprises will need to reckon with the gap between tool capability and operational impact.