Sovereign AI: Why Your Enterprise AI Strategy Can No Longer Be One-Size-Fits-All
Ninety-five percent of enterprise leaders plan to build their own AI and data platform within the next thousand days. Only 13 percent are currently on track. The leaders who are on track are realizing up to five times the return on investment of thei...
viviscape.hashnode.dev8 min read
Ali Muwwakkil
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)