Gartner’s research predicted that at least 30% of generative AI projects would be abandoned post proof of concept by 2025 due to data quality issues, rising costs, and unclear business value. Despite early adopters experiencing benefits like revenue increases and productivity improvements, significant costs and risks have posed challenges for organizations investing in GenAI business models.