CollegeVine

CollegeVine describes itself as the AI operating system for universities, unifying an institution's data, modelling its operations, and deploying AI across every office on campus. Its platform is built around AI Operations, a Process layer modelling business logic and approvals, a Data layer for entities and relationships, and Security & permissions designed to keep access controls deterministic.

Departments the platform targets include Enrollment management (recruiting, application review, yield modelling and enrollment forecasting), Financial aid (auto-packaging, verification processing and compliance monitoring), Advancement (donor research and campaign management), Academic operations (course scheduling and degree audit), Career services and Housing and residential life. The site also offers a live IPEDS insights agent and CRM analyst that visitors can try directly, alongside events, case studies, a podcast and a changelog.