Business leaders recognize that machine learning and artificial intelligence (AI) will soon be ubiquitous and the basis of competitive advantage in their industry. McKinsey suggests that by 2030 70 per cent of businesses will have adopted at least one form of AI and Gartner predicts that by 2022 90% of corporate strategies will explicitly mention analytics as an essential competency.

This paper will show how de-coupling the pipeline can deliver ROI on machine learning and AI.