Overcoming the challenges of machine learning model deployment

Our societies and economies are in transition to a future shaped by artificial intelligence (AI). To thrive in this coming era companies are transforming themselves by using machine learning, a type of AI that that allows software applications to become more accurate in predicting outcomes without being explicitly programmed. This article investigates the role IT professionals play in enabling the AI-driven enterprise through machine learning model deployment. Imagine your company as an AI-driven enterprise. Embedded in core business processes, hundreds of machine learning models ingest streams of data as the company interacts with customers and suppliers.