Why do so many AI pilots work but still fail to transform the organisation? For Celiwe Ross, one problem is trying to do too much, too quickly. Start with a real business problem. Prove the value. Then scale with discipline. Because successful AI adoption happens when it becomes embedded into the way the organisation actually works, not when it remains an experiment on the side. ▶️ Watch the full episode on our YouTube channel, Exponential Africa: youtu.be/4zdsWNOJOmM #ExponentialAfrica #AITransformation #Leadership #futureproofAfrica @playubu @oldmutualsa @micmann