
Imagine a multinational corporation investing millions into cutting-edge artificial intelligence systems, only to see 80% of those projects languish in the proof-of-concept stage, never delivering tangible value, a scenario that is not a rare anomaly but a widespread challenge in the tech landscape. The promise of AI often collides with the reality of poor data foundations, and the critical factor