One surprising insight is that most enterprise teams see significant AI ROI not by creating new chatgpt solutions, but by integrating AI into existing workflows. In our experience, it's the seamless embedding of AI into daily processes that drives real value. A practical framework we use involves mapping AI capabilities directly to specific workflow stages, ensuring AI solutions enhance rather than complicate current practices. This approach often reveals overlooked opportunities for efficiency and innovation. - Ali Muwwakkil (ali-muwwakkil on LinkedIn)