Know which students need help before they ask
LabNotes.ai gives you real-time visibility into how every student is thinking — not just what they scored. Track time-on-task, hint usage, and struggle patterns across all your courses, and intervene before students fall behind.
Gen Chemistry I
62 students
Needs Attention
David Okafor
Score dropped 22% this week
Priya Patel
Hint level 4.6 — high reliance
Ryan Hughes
No activity in 5 days
Dr. Coates
Educator
Course Overview
Avg Score
74%
Avg Time
2h 40m
Completion
81%
At Risk
8
Recent Activity
12 students completed PS3
2h ago
David O. flagged — score drop
4h ago
PS4 due in 3 days
upcoming
Your Courses
Gen Chemistry I
Organic Chemistry
Biochemistry
Build assignments that teach, not just test
Create problems with milestone-based checkpoints that students must earn one at a time — no skipping steps. Configure multi-level hints for when they get stuck, define common mistakes with AI guidance prompts, and set answer keys with acceptable ranges.
The full assignment lifecycle lives in one place: draft, schedule, publish, track, grade. Set difficulty levels, point values, and estimated completion times. Need more problems? The AI can generate them from a description, complete with milestones and hints.
Problem 1: Aluminum + Oxygen Reaction
Determine the limiting reagent and calculate product mass.
Final answer: Al is limiting, 18.9g Al₂O₃
Acceptable range: ±0.2g
Every student, every signal, one view
See exactly where students stand — progress, average scores, time spent, and hint usage — in a single table. Students flagged as at-risk are highlighted automatically based on patterns you'd otherwise miss: high hint reliance, low completion rates, or scores trending downward.
You don't need to dig through spreadsheets or wait for midterms. The data is there the moment students start working.
Full transparency into every student-AI interaction
Every conversation between a student and the AI tutor is visible to you. See exactly how they reasoned through each problem, where they got stuck, and whether they actually worked through the steps or tried to shortcut.
The system automatically flags suspicious behavior — pasted answers with no reasoning, excessive hint reliance, or sudden score drops. The AI requires students to explain their thinking and refuses to give direct answers. No black box.
Performance
Flagged Students
Pasted answer detected — no reasoning shown
Hint level 4.6 — relying heavily on hints
No activity in 5 days
You control the AI, not the other way around
Set AI tutoring levels per assignment — from guiding questions only to full step-by-step walkthroughs. Toggle whether the AI can perform calculations, show worked examples, or reference specific course materials. Turn it off entirely for exams.
Every piece of course material has an AI access toggle. Lecture slides and study guides: enabled. Answer keys and solution sets: locked. You decide exactly what the AI can see when helping students.
AI Tutoring Level
Per-assignment setting
Off
No AI help
Low
Confirm only
Med
Guiding questions
High
Worked examples
Full
Full walkthrough
Behavior Controls
Allow calculations
AI can show calculation steps
Show worked examples
AI can reference example problems
Track hint usage
Record hint levels in analytics
Disable for exams
Turn off AI tutor completely
Course Materials — AI Access
3 enabled · 2 restricted
Grade smarter with milestone-based rubrics and AI feedback
Score students against the milestones you defined — full credit, partial credit, or missed — with one click per milestone. The AI generates personalized feedback based on how the student worked through the problem, what hints they used, and where they went wrong.
Export grades as CSV for your spreadsheet, or sync directly to Moodle (Canvas and Blackboard coming soon). Navigate between students with previous/next buttons and see the full conversation history alongside your grading interface.
Milestone Scoring
Feedback
Strong work identifying Al as the limiting reagent. Your mole calculations and ratio comparison were correct. You lost points on the product mass calculation (check significant figures) and didn't complete the dimensional analysis verification. Review Ch. 3.4 for verification techniques.
Every course, every deadline, one dashboard
See all your courses in one view — total enrollment, upcoming deadlines, and which students need attention. Drill into any course for detailed analytics and submission tracking.
Time-on-task is front and center, because how long students spend tells you more than their final score. Recent activity keeps you in the loop without needing to check each course individually.
0
Total Students
0
Active Courses
0
Due This Week
0
Struggling
Gen Chemistry I
Avg 74% · 3h 12m avg time · 2 struggling
Gen Chemistry II
Avg 68% · 3h 45m avg time · 3 struggling
Organic Chemistry I
Avg 81% · 2h 55m avg time · 1 struggling
Recent Activity
Ask your AI assistant anything about your class
"Which students are struggling with stoichiometry?" Answered instantly — with names, scores, hint levels, and a recommendation. "Create a targeted practice set and push it to them now." Done in one message.
The AI assistant knows your courses, your students, and your materials. It can generate assignments, identify patterns across sections, and take action — all from a single chat interface.
Respond to your classroom in real time
If a concept isn't clicking during lecture, create a practice set through chat and push it to the class instantly — every student sees it on their device in seconds, marked LIVE.
Set automated alerts for students who haven't started an assignment, or let the AI flag when someone's score drops below a threshold. No manual follow-up needed.
"Week 4: Limiting Reagents"
28 students enrolled
Built for STEM
Real STEM notation, not workarounds
Equations, chemical formulas, reaction mechanisms, an interactive periodic table, and 60+ symbol shortcuts all work natively — in problems, in the chat, and in grading feedback. Because STEM education deserves tools built for STEM.
Teach the way you've always wanted to
We're looking for STEM educators to shape the platform with us. Join the Fall 2026 pilot.
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