Study Guide
published
Faculty weekly calendar
Weekly Flow — 2-3 Hours Total
Faculty effort is front-loaded on Monday and Friday. The platform and AI handle the rest.
Upload content
Monday
Check engagement
Wednesday
Set assessment
Friday
What the Platform Does Automatically
- AI grades assignments overnight
- Generates practice variants from base questions
- Handles 24/7 doubt resolution via AI persona
- Tracks topic mastery per student
- Sends smart nudges to inactive students
- Classifies errors (conceptual, calculation, time pressure, silly)
What Faculty Reviews (Thursday)
- Nudge list: students inactive 3+ days
- Weak topic alerts: concepts where >40% struggle
- At-risk students: accuracy declining over 2 weeks
- Engagement dips: sections with low completion