Education
Colleges and universities use Vouched to verify every applicant is a real, live person, re-check flagged students before financial aid goes out, and stop the bots filing fake applications.
The problem
Fraud rings enroll fake students with stolen or synthetic identities, collect Pell Grants and loans, and disappear. Remote enrollment lets them file hundreds of applications from anywhere.
Federal aid
$114.1BDisbursed in FY 2023 to more than 9.7 million recipients
Fake applicants
34%Of California community college applications suspected fraudulent in 2025
Fake enrollments fill high-demand courses and waitlists, pushing out the students your mission is built to serve.
Bots now file applications in bulk, and generative AI makes forged IDs and faces cheaper than ever.
Sources: U.S. Department of Education, Federal Student Aid FY 2023 Annual Report · California Community Colleges Chancellor’s Office, via Economic Standard
Use cases
Verify confirms each applicant is a real, live person. Assure re-checks them before aid is released and when they recover an account. Know Your Agent stops the bots filing applications and governs the AI assistants real students use.
Verify every applicant with a government ID, a live selfie and liveness before they enroll, so ghost students never take a seat.
of California community college applications were suspected fraudulent in 2025.
Source: California Community Colleges Chancellor’s Office, via Economic StandardSpot the same face, ID or device reused across many applications, so you stop the ring, not just one fake.
Fraud models and liveness detection catch synthetic IDs, AI-generated faces and replayed video that slip past human reviewers.
Re-check flagged students with a live selfie before Pell Grants or loans go out, so aid only reaches the person who enrolled.
in federal aid went to fake students at California community colleges in 12 months.
Source: CalMatters, via KEYTStudents recover portal and email accounts with a selfie matched to the identity they enrolled with, instead of a help desk call.
lost to account takeover in 2025, the costliest type of identity fraud, affecting 6 million consumers, up 18% from 2024.
Source: Javelin 2026 Identity Fraud StudyClassify every session on your application portal as human, AI agent or bot, and stop automated applications before they reach admissions.
fraudulent applications hit California community colleges between 2021 and 2024.
Source: CalMatters, via GV WireWhen a student uses an AI agent to register for classes or fill in forms, it carries a delegation from that verified student, with an audit trail.
Trust
Most real students finish in under 10 seconds on their phone or laptop. Only higher-risk applications get stepped up.
Visit the Trust CenterFAQ
Straight answers for financial aid, admissions and enrollment teams.
Contact us with a questionA ghost student is a fake or impersonated applicant who enrolls to collect financial aid, such as Pell Grants or federal loans, with no intention of attending. Organized fraud rings create them in bulk with stolen or synthetic identities.
The California Community Colleges Chancellor’s Office reported that 34% of applications were suspected fraudulent in 2025, up from 25% in 2024, and CalMatters reported more than $10 million in federal aid going to fake students over 12 months.
No. Most real applicants finish ID and selfie verification in under 10 seconds from their phone or laptop, and only higher-risk applications are stepped up for more checks.
Most institutions verify at application or enrollment, then re-verify flagged students before aid is disbursed. Vouched connects to your application portal or student information system through SDKs and APIs.
Yes. Liveness detection and proprietary fraud models are built to catch presentation attacks, AI-generated faces and manipulated documents.
Vouched spots the same face, ID or device reused across many applications, so one check exposes the whole ring.
Yes. Know Your Agent classifies every session on your portal as human, AI agent or bot, so automated applications are stopped before admissions reviews them.
When a real student uses an AI agent to register or fill in forms, the agent carries a delegation from that verified student, so you know who it acts for, with a full audit trail.
