Product tour

The study session, thoughtfully rewired.

From a messy syllabus to a connected learning path—without turning the learner into a passenger.

Product principle · 01

AI should reveal the next useful question, not hide the thinking.

Calculus II · Week 06

live path
Focus accumulation & change

Stitch tutor · Notice

What changes when the interval becomes twice as wide?

Hint 1 of 3

Keep the height fixed first. Compare the two rectangles before reaching for a formula.

Write what you notice…
Misconception spottedNext review · Friday
Designed for agency

Help that knows when to step back.

StudyStitch separates support into deliberate layers. A learner can ask for a reframing, a visual cue, a smaller sub-problem, or a worked example. The interface makes that choice explicit.

Build a free path
01

Diagnose before explaining

A first question reveals the gap so every hint has a reason to exist.

02

Hints have a gradient

Learners choose how much support they need without losing ownership of the work.

03

Memory shapes the plan

Review timing responds to confidence, retrieval history, and upcoming deadlines.

04

Progress stays legible

Concept links and misconception signals show why the plan changed.

A gentler hint system

One nudge at a time.

Hints move from observation to connection to explanation. The learner decides when to reveal the next layer, while the path records which link needed support.

Hint 01 · Observe

What changes if you hold the height constant?

Hint 02 · Connect

Compare the shape to the rectangles in your last lesson.

Hint 03 · Explain

Describe the limit in your own words before using notation.

What changes

Built beyond the answer box.

Learning behaviorAnswer chatbotStatic plannerStudyStitch
Finds a misconceptionSometimesYes
Adapts the weekly planManualYes
Connects course conceptsIn chatVisible map
Schedules retrievalFixedAdaptive
Start small

Choose the chapter that keeps slipping away.

StudyStitch will help you find the thread.

Create a study path