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There is growing interest in the use of multimodal classroom analytics, yet little is known about the detailed processes through which instructors make sense of these tools and their impact on teaching practices. This research aimed to investigate how instructors make sense of classroom analytics. 15 engineering instructors agreed to participate. A grounded theory approach was used. Preliminary findings revealed three main categories for instructors’ analytics sensemaking processes: pedagogy, analytics, and the interaction between both.