Why Most AI Projects Fail Before They Start A recent MIT study delivered a staggering verdict: an overwhelming 95% of organizations are seeing zero return on their investments in Generative AI . This isn’t a failure of the technology itself, but a critical misstep in its application. The root cause? Companies are diving headfirst into how to build AI solutions without first rigorously answering what to build.