To understand the learning patterns and make your institute truly data-driven, you need to have complete visibility over your classroom performance and its data. A well-designed class engagement solution makes it available in one place. In the academic world, this foundation enables you to make strategic decisions about which students need some hand-holding, which topics need to be revisited, or which cohort needs to be restructured. Before answering these questions, one of the main difficulties for larger organizations is determining whether they should build this infrastructure themselves or invest in a prebuilt, automated solution. How hard can it be? Here are some of the fundamental questions that need to be answered before considering a project of this scale: What all forms of engagement would you design for? How will the data be collected, stored, and analyzed? How can we scale this solution to support new engagement forms and methods for diverse courses and students? What forms