A surprising insight we've noticed is that the real challenge isn't building AI platforms -it's integrating AI into existing workflows. Many developers get stuck in POC purgatory, where projects never move beyond prototypes. One approach that works well is using a "token-based" framework, where small, iterative deployments are tokenized and integrated into daily operations. This helps teams see quicker ROI and maintain momentum. - Ali Muwwakkil (ali-muwwakkil on LinkedIn)