AI is transforming how products are imagined, tested, and brought to market. What once took weeks of customer interviews, surveys, and analysis can now be accelerated into hours. But speed alone doesn’t guarantee success. The real challenge in AI product innovation is not generating ideas faster — it’s validating the right ideas with