In this talk, part of a panel entitled "Innovative Research and Creative Output: From Ideas to Impact," I describe the affinities between JSTOR Labs and digital scholarship. With examples from JSTOR Labs projects, I explore how we have used distant-reading and natural language processing tools such as topic modeling. I also discuss how we speak to and benefit from multidisciplinarity.