There Was Never An Easy AI Era, And Investors Are Raising The Bar

Since 2021, many AI startups raised funds by adding superficial AI features but struggled with user retention. Meaningful AI businesses now focus on significant operational improvements, domain expertise, and proprietary data to create defensible products. Upcoming AI IPOs will test which companies have sustainable models based on customer retention and margins.