AI-powered scholarship copilot
Find, draft, review, and apply with guardrails.
Scholarship Copilot is built for grounded drafting, document-backed review assistance, transparent audit logs, and user-controlled application workflows.
1.
Centralize profile, essays, files, facts, and permissions.
2.
Match scholarships against profile data and flag missing info.
3.
Generate grounded drafts with traceable source facts.
Production-minded architecture
Auth
Email/password accounts, server-side sessions, protected flows.
Grounding
Verified facts, essay memory, and retrieval-backed drafting.
Review
Every field, draft, and upload stays visible for user review.
The system is organized into auth, onboarding, scholarship matching, AI drafting, guided review, dashboard, and audit logging modules so future site adapters can be added cleanly.