Innovation Hall is located across Michigan Street from the new Purdue in Indianapolis Campus. The facility was built to meet the evolving teaching and research needs for programs in the Purdue School of Science, Purdue School of Engineering and Technology, and IU School of Informatics and Computing. The research and instruction space was constructed to promote interdisciplinary collaboration, interaction and active learning and will house important STEM disciplines of science, technology, engineering and mathematics.

The first floor of the building is home to three classrooms as well as an informal student lounge and seating area. The classrooms include a 215-seat tiered lecture hall, an 81-seat active learning space with movable chairs and tables, and a 125-seat active learning space where the faculty is in the middle to encourage collaboration. The second and third floors contain engineering and science labs as well as more learning spaces.