Pauline Estira
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Suri is a multimodal AI document reviewer for the paperwork people bring to schools, barangays, agencies and lending offices. In the Philippines, one misspelled name, an old bill or a blurry photo can send you home from an office. Suri reads phone photos of each document into labeled fields, checks them against each other and the office’s rules (names, dates, amounts, address, age), asks the applicant when it isn’t sure (“Is ‘Ma. Theresa’ the same as ‘Maria Theresa’?”), and tells them exactly what to fix. Offices can describe their own check in plain words and Suri builds the checklist, listing anything it can’t verify for a person. It flags hidden instructions on documents, and a reviewer always makes the final decision. Built solo during the hackathon.