Development These 4 AI features are your differentiators and demo moments:

  1. At-Risk Detector — Send attendance data to Claude, get back a list of students flagging below a threshold with a human-readable reason ("Ali has missed 4 of the last 5 sessions").
  2. Excuse Validator — Student types in their absence reason; Claude judges if it sounds genuine or suspicious and flags it for the teacher.
  3. Weekly Summary Generator — One click produces a natural language paragraph summarizing class attendance trends.
  4. Parent Notice Drafter — For any student, Claude auto-writes a polite parent notification message the teacher can copy and send

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