We are building a system to reduce faculty workload and provide real-time insights into student performance, engagement, and outcomes.
Currently in research phase — working with faculty to understand real challenges.
Faculty and staff still carry heavy manual work—Excel, email threads, and ad hoc reports. Tools often sit in silos, so student performance and engagement stay fragmented. Teams are left without timely, shared signals they can act on together.
Currently interacting with faculty across institutions to understand real-world challenges.
We are talking with faculty to see real workflows—where data breaks, what gets retyped, and which decisions need support. We are building from those problems, not from a slide deck.
A small set of problems we are validating with faculty before we ship anything.
We are exploring views that make performance, engagement, and risk easier to discuss across roles.
We are exploring how to replace repetitive exports and reconciliations with workflows people already use.
We are exploring summaries and nudges that connect to decisions—not another static deck.