Hello everyone! In 2025, Generative AI will shift from a novelty to a vital tool for businesses. Initially, it excited users with human-like responses, but many projects lacked clear goals. By then, organizations will prioritize identifying real problems to leverage AI effectively. Data quality will become crucial, with "data scrubbing" essential for AI success. Most organizations will need to digitize and clean their data to unlock GenAI's potential. The role of Chief Technology Officer (CTO) will grow in importance. Now I would love to know your valuable feedback on the topic. Thank you!.