We built ProfAI to address a common problem: professors spend 5–10 hours per week on routine course questions, while students wait hours or days for email responses. We wanted an all-in-one dashboard that acts like a TA—automating routine tasks so professors can focus on teaching, and giving students instant, accurate answers 24/7. The pivot came from realizing that course management is more than answering questions. It includes generating weekly announcements, triaging escalations, and identifying student confusions. ProfAI became a unified dashboard that handles these operations end-to-end.

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