The document introduces Oculr, an AI assistant created by a team of students from UT Austin and UT Dallas. It details Oculr's journey starting from various hackathons and competitions. Oculr has been used to transcribe over 1,000 museum pages and 13,000 total pages, reaching over 20,000 people and 3,000 downloads in its beta stage. The team is now focused on complete development and securing $25,000 in funding from research labs.