The current AI systems lack many important qualities of robust computer software such as system specifications, domain knowledge, debugging, etc. The talk covers how integrating Domain Knowledge with Big Data Analytics, Machine Learning, and Cloud Computing unlocks the full potential of AI. This talk also addresses challenges, provides insight on incorporating Domain Knowledge, and showcases convincing examples. Explore how Domain Knowledge can define AI system specifications through constraints.