
CollegeVine team
In two days, the University of Bridgeport launched its first AI agent. Within four weeks, it had built a new way to allocate financial aid.
Sandeep Mannava, CIO for University of Bridgeport and Goodwin University, joined CollegeVine Co-Founder Vinay Bhaskara to share how connecting recruitment, academic, and financial data made that possible.
The team looked beyond first-year revenue to model student persistence and the cost of serving students over time, giving leaders a fuller picture to guide aid decisions. The model uncovered the potential for several million dollars in additional lifetime revenue through changes to aid allocation.
Hear how a three-day data integration helped open the door to decisions with a multimillion-dollar impact.



























