Data sources
Every public source Greenlight cites, with its date. Rules and deadlines come from USG's own documents; sponsor ties need a working URL.
Landing and product stats
- $362Kacross USG's four funding boards in FY26, for 1,000+ clubs.USG FY26 Financial Report · 2026https://usg.usc.edu/branches/funding/
- 105%of the Professional/Academic board's FY26 budget already used.USG FY26 Financial Report · 2026https://usg.usc.edu/branches/funding/
- 6 weeksbefore the event is the deadline. Miss it and the request is denied automatically.USG Funding Department 2026-27 Guidelines · 2026-27https://docs.google.com/document/d/1noJFJ4SxrFGD1Zm-6EqUHpXSIOUuFIL-gIobWXcXCt0/edit
- Every requestgets the same review, whether it asks for $500 or $3,000.Conversation with a USG Funding Department officer, Nov 14, 2026 (paraphrased, at her request) · 2026-11-14
USG roster
Fall 2026 Funding Department staff rosterAs of 2026-11-14https://docs.google.com/spreadsheets/d/1ETOTjL6zybDigD3NXk5JVfYrMYInox85SsWf3DqGfpw/htmlview
Sponsor tie URLs
Libraries
Proven public packages Greenlight uses for documents, matching, dates and models. Versions are pinned in package.json / ml/requirements.txt.
- @react-pdf/rendererGreenlight Check PDF
- exceljsLedger / USG-ish budget .xlsx export
- docxIn-kind agreement Word file
- pptxgenjsLegislative Fund six-section slide deck
- icsEvent timeline calendar export
- fuse.jsFuzzy vendor matching against the Vendor List
- date-fnsBusiness-day helpers (deadlines still from USG sheet)
- fast-checkProperty tests for money math
- unpdfOffline PDF text extraction for vendor quotes
- BAAI/bge-small-en-v1.5Shared encoder for Greenlight Models (MIT)
- Xenova/bge-small-en-v1.5ONNX q8 encoder served in-browser via Transformers.js
- @huggingface/transformersIn-browser ONNX inference for model heads