267 commits · 60 days
AI an institution can trust with its paperwork
Vera is a document-validation platform I designed and built from scratch. Over these 60 days I kept shipping: better extraction, deterministic validation, multi-tenant architecture, and all the unglamorous work that comes with serving institutions that can't afford a wrong answer.
The judgment call
The model never gets to be the source of truth. AI reads the documents and proposes; deterministic rules do the verifying. Keeping that line clear is why an institution can audit every result instead of taking a demo on faith.
What reached production
- Enrollment-document review that used to take weeks now takes hours
- AI extracts the data; deterministic checks make every result auditable
- Colegio de Bachilleres, an institutional client, runs on the same multi-tenant product today
- Commits
- 267
- Claude Code volume
- 5.7B
- Repositories
- 1
