Why do 87% of Data Science projects never make it into production?

Why do 87% of Data Science projects never make it into production? One of the big reason is lack of collaboration between data scientists, data engineers, designers, business professionals, and IT professionals. More details in the article.

Our appoach at ENFINT allows combining the efforts of Data Scientists, ML Engineers and MLOps specialists to increase the speed, quality of development and deployment of ML models. It helps managing models, scaling their application to solve business problems and constantly monitor prediction performance metrics, identifying and eliminating signs of accuracy degradation in the early stages.