At least 30% of generative AI (GenAI) projects will be abandoned after proof of concept by the end of 2025, due to poor data quality, inadequate risk controls, escalating costs or unclear business value, according to Gartner, Inc. 

A major challenge for organizations arises in justifying the substantial investment in GenAI for productivity enhancement, which can be difficult to directly translate into financial benefit.