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Built at IIT MandiNow piloting

AI that teaches,
not answers.

SafeSight gives every student a tutor that builds real understanding, and gives every teacher a clear view of how AI is used in their class.

Request a pilotSee Sage in action
  • Grounded in your own course notes
  • You set the rules for every assignment
SageME-204 Thermodynamics · Assignment 3
Learn modeHint 1 of 5
Sage guides you to the answer. It won't write graded work for you.

The problem

Students are using AI. Most aren't learning from it.

[XX]%

of students use AI for their assignments every week.

From our survey of [N] students

[XX]%

feel they learn less when AI does the work for them.

From our survey of [N] students

[XX]%

of professors have no view into how AI is used in their course.

From our survey of [N] professors

See Sage in action

Same question. Very different outcome.

A student asks for the answer to a graded thermodynamics problem. Here is what happens next.

A generic chatbot

ChatbotGeneral-purpose AI

Solve Q3: 2 kg of water at 100 °C absorbs 4,514 kJ and fully evaporates at constant temperature. Find the entropy change.

Sure! Here's the complete solution you can submit:

ΔS = Q / T T = 100 + 273.15 = 373.15 K ΔS = 4,514 / 373.15 Final answer: ΔS ≈ 12.10 kJ/K

Want me to solve Q4 and Q5 as well?

Outcome: answer copied, concept skipped.

Sage

SageME-204 · Assignment 3
Learn modeHint 1 of 5

Solve Q3: 2 kg of water at 100 °C absorbs 4,514 kJ and fully evaporates at constant temperature. Find the entropy change.

Let's work it out together. The water boils at a constant temperature. What does that tell you about how to find ΔS here?

Lecture 7 notes, p.12

So ΔS = Q/T, since T doesn't change?

That's the key idea. One check before you calculate: which temperature scale must T be in? Try it and show me your number.

Outcome: the student reasons their way to ΔS = Q/T.

One finishes the homework. The other builds the engineer.

How it works

Three steps from your syllabus to a clear picture.

  1. 01

    Teachers set the rules

    Choose Learn, Assist or Exam mode for each assignment. Sage follows it.

  2. 02

    Students learn with Sage

    Hints, questions and explanations grounded in your course notes.

  3. 03

    Teachers see the picture

    A dashboard, a Reliance Score, and Lens to ask anything about your class.

The product

Three agents. One goal: real learning.

Sagefor students

An AI tutor that coaches students through problems and never hands over the final answer to graded work.

  • Hints and questions that build understanding
  • Explains using your notes, with page citations

Lensfor teachers

Your class analyst. Ask in plain English and get clear answers with charts.

  • No filters or reports to learn
  • Every answer shows the data behind it

Tracefor teachers

Records how an assignment was written, so you can replay the process instead of guessing.

  • Typing, pastes and time spent, on one timeline
  • Neutral evidence; it never accuses anyone

For teachers

Know your class in 10 seconds.

One page shows who is learning, where the class is stuck and how AI is being used, without reading a single chat log.

1
Reliance ScoreHow much of the work leans on AI, from 0 to 100. Lower means more independent thinking.
2
Where they're stuckBuilt from the hints students ask Sage for, so you can plan the next lecture.
3
Ask LensPlain-English questions, answered with charts and the names behind them.

Trace

See how work was made, not just what was submitted.

Sneha IyerME-204 · Lab report 4: Rankine cycle
Replay

Lab report 4: Efficiency of a simple Rankine cycle

20:10Session 1 · Monday
0 words00:00 / 52:00 active
Paste · 14:32

Live Lab Mode

Lab exams, without the guesswork.

For practical exams on college PCs. Turn it on for the session, and every seat shows up on one calm screen.

  • Blocks AI sites during the sessionA list you control, active only while the exam runs.
  • Live view of every seatSee who is signed in and which seat needs a look.
  • Switches off when the exam endsNo monitoring outside the announced session.

Privacy first

Built to guide students, not to watch them.

What we do

  • Teachers see summaries by defaultClass patterns first. Individual detail only when a teacher opens it.
  • Students see all their own dataEvery chat, score and replay about them is visible to them too.
  • Monitor only during announced examsLive Lab Mode runs for the session students were told about, then stops.

What we never do

  • Train AI models on student dataStudent work and conversations are never used to train any model.
  • Label anyone as dishonestWe show neutral evidence. Judgement stays with the teacher.
  • Monitor outside an exam sessionNo screen tracking during homework, lectures or personal time.

FAQ

Questions professors ask us.

Something we haven't covered? Write to us with your pilot request and we'll answer it there.

  • They can, and some will. SafeSight doesn't try to wall off the internet outside exams. It earns its place by being more useful for coursework: Sage knows your notes, the assignment and where each student is stuck. And because Trace and Lens show how work was made, you can grade the thinking, not just the final answer.

Pilot programme

Bring SafeSight to your course next semester.

Tell us a little about you. We'll set up Sage with your notes and walk you through the dashboard.

  • Start with a single course
  • We do the setup with you
  • Always free for students

Request a pilot

We'll only use this to plan your pilot.

No commitment. We'll reply from a real person, not a mailing list.