Building strong data foundations and governance to enable accountable scale as an alternative to advert hoc deployments.The scarcity of pros with equally project management expertise and AI literacy generates further problems in maximizing the technological know-how’s potential.This shift demonstrates a deeper reality: AI can enhance productivity