How It Works

Our Technology
& Process

From intelligent data aggregation to automated scheduling, we handle the infrastructure so you can focus on student success.

1. Enhanced Database Integration

We begin by building and enhancing your existing databases. We integrate student intake forms, alumni records, and external online data to create a comprehensive pool of talent.

Intake Forms

Alumni DB

Data Unification

Identifying External Talent

2. Online Data Scraping & Recruiting

To solve the shortage of mentors, we proactively identify additional mentors beyond your existing networks. Our system uses API and AI-driven search to scrape online data and recruit volunteer alumni who are strong matches for your specific applicant pool.

3. Proprietary AI Compatibility Matching

Our advanced algorithm creates compatible matches by factoring in:

Career goals and experience
Personality fit and interests
Individual skills

This ensures that every connection is relevant, supportive, and built to last.

AI Recommended

Sarah Chen

Product Lead @ Linear

96%

Match

Skills Overlap High

Interest Alignment Strong

Auto-Scheduled

4. Automated Outreach & Scheduling

MentorMatch AI streamlines the logistics. Our system handles AI-automated outreach, confirmation, and meeting setup. This allows mentors to participate on their own terms with AI-driven scheduling that works across time zones.

5. Institutional Oversight

While we automate the heavy lifting, you stay in control. MentorMatch AI presents matches to the university for review and approval before connections are finalized.

Pending Approval

32 Matches ready for review

Admin Control