How are credits split among students?

The school has a shared balance and sets limits per person and per team. Each group has its own budget and nobody runs out halfway through the course.

Can teachers follow each group’s work?

Admins see each person’s and team’s activity and usage. To review the work itself, groups share their projects and canvases with their teachers.

Can we limit which models students use?

Yes. Enable only the models you want for the workspace and turn off the rest.

What if a student needs more credits?

The school can raise that person’s or their group’s limit from the workspace settings.

Does it work for short workshops or hackathons?

Yes. Endless is used in trainings and hackathons with groups of 100 people or more, with teams and limits set up for the event.

AI for education: courses with the school in control

Set up student groups, assign credits per person, choose which models they use and keep the assignment in a project. Teams work together and teachers see the activity.

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How schools use it

These are the most common uses among universities, institutes and training centers that work with Endless.

01
Credits per student and per group
The school buys a credit pack and sets a limit per person and per team, so it lasts the whole course.
- Workspace
02
Models chosen by the school
Enable only the models you want for each course, for example the most affordable ones, and turn off the rest.
- Workspace
03
The assignment in a project
Keep the brief, the reading list and the criteria in a project. Each group mentions it with @ and works from the same context.
- Projects
- Chat
04
Group work on a canvas
Teams create images, videos and assets on the same canvas, and every member can see and continue the others’ work.
- Canvas
- Image
- Video
05
From a recorded class to short content
Transcribe a class or a talk and ask for the best moments with their timestamps, for clips and the school’s social channels.
- Transcripts
- Chat
06
What people say about the school
Follow your own accounts and other schools’, and get a scheduled summary with comments, topics and sentiment.
- Radar
- Scheduled tasks

Stories and guides

Customer story

An AI campaign in 10 hours: inside the HakIAton

Last Saturday we were the official tool at Hak Team's HakIAton at Parque de la Innovación, Buenos Aires. 15 teams, Endless, a full campaign in one day. Here's what we saw from the room.

May 12, 20262 min read

Guide

The problem with learning AI through ten different tools

When a team adopts AI by jumping between Midjourney, Runway, Krea, and Nano Banana, they learn very little about each tool in isolation. Real learning is something else: knowing how to combine them inside a real workflow, accounting for cost in an integrated way, and learning how to split tasks across a team.

Apr 14, 20262 min read

Guide

How to evaluate your team’s AI tools

Review the work involved in moving files, repeating instructions, and sharing results across your team’s AI tools.

Feb 7, 20262 min read

Questions from schools

Give your next idea a place to grow.

Start free, create a project, and bring your brand’s references together. Or book a demo to explore Endless with your team.