Quilt, an AI Operating Layer for California School Districts

Field notes

Quilt positions itself between district systems and AI models rather than as a standalone chatbot. Its named agents divide work across numerical answers, early-warning signals, drafting, source tracing, and policy interpretation, while a permission engine is described as checking each request. The site also lists a thirteen-item threat model, California-specific compliance references, and a fictional Valle Verde Unified example whose citations and refusals are presented as illustrative product behavior.