I love that comic, and thank you for bringing it up because we are trying to avoid exactly that. We don't intend to be a system of record, we fully recognize that higher education has deep integrations with systems of record that contain complex business rules.

We intend to be an interoperable layer that sits on top of these systems, and allows users to not only surface valuable insights but also take actions within those systems in a secure and compliant way. You can think of it less as reporting and more as a “system of work” that leverages LLMs and agents to streamline the messy, cross-system tasks that slow people down today.