Match students to scholarships with Claude AI, Airtable, and Google Sheets
Receive Student Profile Submission
Nightly Batch Schedule
Load Student Profiles
airtable
Load Scholarship Catalogue
airtable
Normalise Profiles & Build Pairs
Pre-Filter Hard Ineligibility
AI Eligibility Scorer
openai
Claude AI Model
=claude-sonnet-4-20250514
Parse & Rank Match Results
Filter Qualified Matches
filter
Build Personalised Student Email
Send Scholarship Email to Student
smtp
Notify Academic Advisor on Slack
slack.com
Update Student CRM Record
airtable
Write Match Audit Log
googleSheets
Return Match Results to Caller
noOp
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