Machine learning is a technique for reducing the quantity of data that has to be examined. It can check tens of thousands, if not millions, of data points simultaneously. When you have a large dataset to investigate, machine learning makes the most sense
Does your department focus on research? Were there any significant breakthroughs in your field that you were unaware of because of limited earlier research? Fortunately, machine learning can help you derive more from non-proprietary categories.