Run a 24/7 AI tutor that answers student questions from your books

An AI tutor chats with students, figures out what they need, and answers using your own course content.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4) · Simple Merge (5)

flowchart TD trig>"student sends chat message"]:::trig s0["classify message type"]:::task s1["generate AI response"]:::task s2[("log conversation")]:::store trig --> s0 s1 --> s2 gx{"× what kind of message"}:::gate s0 --> gx p00["send greeting reply"]:::task gx -->|"greeting"| p00 p10["search course material"]:::task gx -->|"question"| p10 p20["evaluate answer"]:::task gx -->|"student answer"| p20 jn{"○ reply to student"}:::gate p00 --> jn p10 --> jn p20 --> jn jn --> s1 out[/"book grounded answer delivered"/]:::out pay{{"round the clock tutoring coverage"}}:::pay s2 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepA record or sheetOne path onlyPaths rejoinResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsKnowledge Base & RAGSpreadsheet & Database OpsEducation & Training
Connects
OpenAIDeepSeekPineconeGoogle Sheets
Featured in

The problem it solves

You want students to get help outside class hours, but you can't be available around the clock. Answering the same basic questions over and over eats into your time, and it's hard to know which topics are tripping students up.

Who it fits

Best for tutors, course creators, or schools offering self-paced or supplemental learning.

How it works

  1. A student sends a message in the chat window
  2. The system figures out if it's a greeting, a question, an answer, or something else
  3. It pulls the right teaching approach and searches your course material for relevant content
  4. An AI teacher replies with a book-grounded answer that fits the moment
  5. The full exchange is saved to a spreadsheet for review
What you get

Students who get a real answer at 2am

Students get grounded answers from your own course material at any hour, without waiting on a live tutor to be free.

What you get

A logged, book-grounded conversation history a teacher can review at any time.

What you need

Accounts with OpenAI, DeepSeek, Pinecone, and Google Sheets.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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