Notes from Industry

Compositional AI: The Future of Enterprise AI

AI/ML Mesh, integrating DataOps, MLOps, APIOps

Abstract. Enterprise adoption of AI/ML services has significantly accelerated in the last few years. However, the majority of ML models are still developed with the goal of solving a single task, e.g., prediction, classification. In this work, we will present the emerging paradigm of Compositional AI, also known as Compositional Learning. Compositional AI envisions seamless composition of existing AI/ML services, to…