• AI compute: ask for any list, total, comparison or audit across the whole school — every student with fees paid and outstanding, absent students with dues, class-wise collection — and the AI fetches every page of data on the server, calculates exactly, and delivers the result as a downloadable sheet with a short summary. No more 100-row limits or hand-typed numbers.
• See it working: the chat shows a live activity card while the AI works — data pages being fetched with running counts, the calculation running, rows produced — and the steps it wrote are viewable on demand.
• PDF sheets: every AI-created sheet now downloads as a print-ready PDF too, alongside Excel and CSV, from one Download menu on the file card.
• Attendance marking audit: ask which class missed marking attendance on which working day across the session — weekly offs and holidays excluded, classes that haven't started marking reported honestly.
• Answers what you're authorized to see: the AI no longer refuses data the signed-in user can already view — student lists now include mobile numbers and Aadhaar, useful for verification rosters and PTM calling lists.
• Faster and cheaper answers: momentary provider rate limits now retry instead of failing the question, repeated data fetches within one question are served from cache, and long results become sheets instead of walls of chat text — cutting the cost of heavy questions roughly in half.