Can the agent explain concepts from my course, or does it just repeat what's in the material?

It doesn't recite literal passages. The agent uses the indexed material as reference, then reorganizes the information, gives alternative examples, and adapts the explanation to the student's questions. If the student didn't get it one way, it tries another.

Does SquadOS integrate with the course platform where my content is hosted?

There's no native integration with platforms like Hotmart, Kiwify, or Teachable, and that isn't a problem. You add the course content to the SquadOS knowledge base via file upload, text, or URL crawl. From there the agent works on the channels you configure: WhatsApp, Telegram, or your site widget.

How do human tutors know when to step in?

They don't have to watch a queue. When the agent triggers human handoff, it pauses the AI and can notify a tutor via webhook. Tutors can also view and take over any conversation right from the SquadOS panel, and hand it back to the agent when they're done.

Which channel does the agent work on: inside the course platform or outside?

Outside the course platform. The agent works on channels like WhatsApp, Telegram, or the SquadOS site widget, which means right where the student already is. Think of the class WhatsApp group or the chat on your site: that's where it answers.

Student support without a team on call

A tutor for every student, even after hours.

The agent learns from your lessons, transcripts, and exercises to explain things another way when a student gets stuck. If the doubt needs human judgment, it calls the right tutor with context.

I want a tutor for my course

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Who it's for

Schools and online courses

Platforms and schools selling asynchronous courses that need to support students.

Mentorships and bootcamps

Mentorships, bootcamps, and learning communities with lots of recurring questions.

Educational content creators

Anyone selling educational info-products who wants to answer doubts without staff on call.

The problem

When a doubt waits, the student loses momentum

In an asynchronous course, the doubt appears when the student is actually studying: at night, on the weekend, between lessons. If the answer only arrives at the next office hour, frustration turns into delay. With every new cohort, keeping human tutors available for the basics gets more expensive and less predictable.

Students get stuck when no tutor is online
Tutors spend office hours on repeated doubts
Each cohort raises support costs

The solution

The agent explains, guides, and calls a tutor when needed

You add handouts, transcripts, scripts, and exercises to the knowledge base. The agent uses that material to answer doubts, reframe explanations, and point to the next step without taking the student out of flow. When the conversation goes beyond the content, involves individual evaluation, or needs human empathy, it triggers handoff and gives the history to the tutor.

Answers from the official course content
Reframes explanations without becoming a shortcut
Hands judgment calls to the human tutor

Tutor Agent for Online Courses

How it works in practice

We don't hand you a finished agent: you build yours in three steps, no code.

Sign up and create your first agent

Create your SquadOS account in minutes and build your first AI agent. No code, no credit card.

Configure the personality and knowledge base

Set the name, tone, and rules, and upload your content (files, texts, or links) so the agent answers accurately.

Connect to WhatsApp, Instagram, or your CRM

Plug the agent into the channels where your customers already reach you: WhatsApp, Instagram, Telegram, or your own CRM via API.

Features that make this possible

Knowledge Base

Upload PDFs, links, spreadsheets, and text. SquadOS indexes the content so the agent can search before answering instead of guessing.

External Integrations

Connect the same agent to official or QR-based WhatsApp, Instagram, Telegram, website widget, APIs, and external tools without rebuilding rules per channel.

Human Handoff

The agent or an admin can trigger handoff. The AI stops replying, a human takes over in the panel, and hands the conversation back when done.

Frequently asked questions

Can the agent explain concepts from my course, or does it just repeat what's in the material?

It doesn't recite literal passages. The agent uses the indexed material as reference, then reorganizes the information, gives alternative examples, and adapts the explanation to the student's questions. If the student didn't get it one way, it tries another.
Does SquadOS integrate with the course platform where my content is hosted?

There's no native integration with platforms like Hotmart, Kiwify, or Teachable, and that isn't a problem. You add the course content to the SquadOS knowledge base via file upload, text, or URL crawl. From there the agent works on the channels you configure: WhatsApp, Telegram, or your site widget.
How do human tutors know when to step in?

They don't have to watch a queue. When the agent triggers human handoff, it pauses the AI and can notify a tutor via webhook. Tutors can also view and take over any conversation right from the SquadOS panel, and hand it back to the agent when they're done.
Which channel does the agent work on: inside the course platform or outside?

Outside the course platform. The agent works on channels like WhatsApp, Telegram, or the SquadOS site widget, which means right where the student already is. Think of the class WhatsApp group or the chat on your site: that's where it answers.

Give instant answers without building an endless on-call team

Set it up in minutes with the lessons, PDFs, and exercises you already have.

Start for free

No credit card. No need to understand AI.