Project Bridge helps students turn lived experience into reusable scholarship and college application material, before deadline pressure peaks.
Counselors see who is ready, who is stuck, and where one intervention moves the cohort.
The foundational gap
Students are often asked to write about themselves before anyone has helped them understand what their experiences actually show. Project Bridge helps students turn their activities, responsibilities, challenges, and goals into material they can use for scholarships, essays, recommendations, and college applications.
The Common App already counts caregiving, family work, and translation as legitimate application material. Most students do not know that. That is not a merit gap. It is a translation gap, and closing it is the work.
Inside the product
Counselors get cohort leverage. Students get a clear next step. Both run on the same story assets.
Prefer the guided tour? Watch the How It Works walkthrough
The atomic unit
Every story a student captures becomes a reusable application asset, structured once and deployed across every surface that asks for it.
What “use AI safely” means here
Students are already using AI for application work, mostly unscaffolded and unsupervised. Project Bridge gives schools a defensible answer: AI as a scaffold around the student’s own material, visible to counselors at every step.
Why scaffolding matters: research on 81,663 Common App applicants found that unscaffolded AI use may widen application-quality gaps for lower-income students, who adopted high-intensity AI writing at higher rates yet faced more than double the admissions penalty per unit of use. Source: Lee, Cornell arXiv 2026.
The counselor test
With a 372-to-1 caseload, counselor time is the scarcest resource in the building. Project Bridge is designed around one operational standard:
Designed with the research, not against it
Information-heavy dashboards are insufficient for historically marginalized families. Personalized, trust-based relationships from human advocates were far more effective than digital tools alone.
Robertson, Nguyen, Salehi · ACM CHI 2022
Research with low-income families and families of color
The pilot is free. The clarity is immediate.