Adaptive 1:1 Tutor Agent
A patient, expert tutor that adapts to the student's level, learning style, and current confusion in real time.
TutoringAdaptive Live demo available
Adaptive 1:1 Tutor Agent
Polished agent demo — preview
Agent running
Agent thinking
- 1Reading inputs and pulling relevant context across systems…
- 2Building a plan: 4 steps, 2 tools, 1 human approval gate.
- 3Executing steps with progress streaming back to the user.
- 4Decision made. Drafting summary and queuing for review.
The problem
One-to-one tutoring is the gold standard but unaffordable at scale. Group instruction can't adapt to individuals.
What the agent does
- Diagnoses the student's misconceptions through dialog and worked examples
- Adjusts difficulty, examples, and explanations in real time
- Reports progress to the student, parent, and teacher with insight, not surveillance
Business value
Delivers 2-sigma learning gains for students who actually engage with it.
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