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Adaptive Tutor

The AI tutor that makes you think before it gives you the answer

Cami teaches through questions, scaffolding, and structure -- not by handing over solutions. Human+ reads your energy and pace. M.I.N. remembers how you learn best. Ask for the full answer whenever you're ready; Cami respects both the learning and the learner.

Two ways to use Cami for learning

Chat directly on Cami

Sign in at usecami.com and select Tutor mode. Bring your homework, essay, or topic. Cami guides you through it with questions and structure -- no code, no setup, just learning.

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Integrate via API

Build Cami's tutoring engine into your LMS, student portal, or ed-tech product. Upload your curriculum, embed the widget, or call the REST API for scaffolded instruction.

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Scaffolding First

Cami asks questions, offers outlines, and nudges you toward the next step. The full answer comes when you're ready for it -- not before.

H+

Reads Your Pace

Human+ detects frustration, confusion, and engagement. If you're stuck, Cami gives more. If you're flowing, Cami steps back. Teaching calibrated to the moment.

M

Learns How You Learn

M.I.N. tracks which scaffolding works for you -- visual frameworks, Socratic questions, step-by-step breakdowns. It adapts across sessions.

4+

Multi-Model Depth

For complex topics, Cami pulls from multiple LLMs to ensure accuracy and completeness. You get the combined knowledge, not one model's blind spots.

T

Teaching, not telling

Most AI tools give you the answer immediately. Cami Tutor is built on a different principle: the learning happens in the thinking, not in the reading. Cami scaffolds first, answers second.

  • First response = guidance -- Cami asks a clarifying question, suggests an outline, or offers one piece of the puzzle. Not the whole solution.
  • Second ask = the answer -- say "just give me the answer" or "I'm ready" and Cami delivers the full response immediately. No gatekeeping.
  • Emotional awareness -- Human+ reads when you're frustrated, confused, or bored. If scaffolding isn't helping, Cami pivots to a more direct approach.
  • Session memory -- M.I.N. remembers your learning style, preferred pacing, and which subjects need more scaffolding. Every session is better than the last.

How a tutoring session works

1

Bring your question or assignment

Paste your homework problem, essay prompt, topic you're studying, or anything you're trying to learn. Cami works across every subject.

2

Cami scaffolds -- not solves

Instead of the full answer, Cami responds with a guiding question, an outline, a key concept, or a worked example of a similar (not identical) problem. You stay in the driver's seat.

3

You engage and Cami adapts

As you respond, Human+ reads your energy. Confused? More structure. Flowing? Less hand-holding. Frustrated? Cami pivots to a direct explanation. The pacing is yours.

4

Ask for the full answer anytime

Say "just tell me" or "give me the answer" and Cami delivers immediately. No judgment, no lock-out. The scaffolding is a tool, not a wall.

API tiers for education

For schools, ed-tech companies, and learning platforms integrating Cami's tutoring engine.

Individual / Tutor

Starter API

Call POST /api/v1/tutor/session from your tools. Scaffolded, adaptive instruction in a single endpoint.

  • Scaffolding-first responses
  • Human+ emotional pacing
  • M.I.N. learner memory
  • Multi-LLM synthesis for accuracy
  • Curriculum knowledge base (upload your materials)

One call to adaptive tutoring

// POST /api/v1/tutor/session
{
  "message": "I need to write a 5-paragraph essay on the causes of WWI. I don't know where to start.",
  "scaffolding": "guided" // or "direct" for full answer
}

// Response includes:
// "response", "scaffolding_type", "learner_state", "next_steps",
// "confidence", "session_id"