AI-Powered · Vector + Hybrid Scoring

Global University Partnership Intelligence

Powered by two-tower neural matching, Gale–Shapley stable matching, cosine vector similarity, and Gaussian probabilistic scoring across 950+ institutions worldwide.

Select partnership goals (multi-select)

Institutions

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In database

Countries

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Represented

Regions

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Covered

Avg Faculty Score

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Across all institutions

Platform Modules

Simulation Lab

Run 200 probabilistic partnership scenarios with multi-armed bandit optimization

Partnership Pipeline

Track partnerships from discovery through active collaboration stages

Network Map

Visualize global institution clusters and collaborative networks

Featured Institutions

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Institutions by Region

Activity Feed

New high-confidence match: MIT ↔ IIT Delhi (94%)

2m ago

Georgia Tech — IIT Bombay moved to Negotiation

18m ago

Simulation #47 completed: 200 scenarios processed

1h ago

Stanford ↔ Ashoka University match re-ranked to 78%

2h ago

UC Berkeley — NUS partnership MOU finalized

3h ago

Geopolitical risk scenario flagged for 3 partnerships

5h ago