3 hours to prepare an AI lesson, but only 1 hour to actually teach?
FloatBelt gives educators their time back.
FloatFactory Inc. | belt.floatfactory.kr
Three hours before class starts, are you still creating student accounts?
Ever had your class time run out while setting up GPU environments for 30 students?
Are you still wrestling with spreadsheets to reconcile API costs every month?
FloatBelt is a cloud platform that lets educators create, distribute, and manage AI learning environments at scale, all at once. It automates every repetitive task, from account provisioning and environment setup to cost reconciliation, so educators can focus entirely on teaching.
Before FloatBelt: Creating an account for each student one by one, handing out API keys, tracking who used how much in a spreadsheet... preparation took longer than the lesson itself.
After FloatBelt: A single button lets 100 students use AI simultaneously. Costs are tracked automatically in real time, and when class ends, resources clean themselves up. Now you can focus solely on the lesson content.
FloatBelt provides the four AI services most widely used in education. With no complex configuration, a single click lets every student start using them right away.
Send one link, and 30 students use GPT at the same time. Students don't need to sign up or install anything. You can freely switch between the latest AI models like GPT-4o and Gemini to fit your lesson goals.
Students create images with AI themselves and share their work with one another. Generate high-quality images with DALL-E 3 and Gemini Imagen, with results saved and managed automatically.
Just enter text, and AI creates educational videos for you. Produce lesson materials quickly without complex video editing tools, and use them together with your students.
Deep learning labs? Deploy 30 GPUs at once with a single button. A GPU environment with JupyterHub and VS Code preconfigured is automatically created for each student. PyTorch and TensorFlow come pre-installed.
From lesson prep to delivery to wrap-up. Every feature an educator needs, all in one place.
Students don't need to sign up or install anything. One link is all it takes. Distribute instantly via QR code or copied link.
Send announcements to all students in real time during class. Deliver links, instructions, and assignment directives instantly.
Instantly share what students create with the whole class. With the "Show & Tell" feature, students appreciate and learn from each other's work.
When class ends, resources clean themselves up. Set an expiration time and resources are reclaimed automatically, with no management burden.
See at a glance who's online right now and how much they're using. Every metric updates in real time, with no refresh needed.
Exceed your set limit and access is blocked automatically. Usage limits apply per plan to prevent unexpected charges.
No cost worries; it shuts off automatically when time's up. Once your set duration passes, the GPU instance shuts down automatically so no unnecessary costs accrue.
Cap this month's GPU spend to exactly what you set. Set a monthly cost limit and instances shut down automatically once it's exceeded.
FloatBelt offers four pricing tiers tailored to the size and needs of educational institutions.
Hourly costs by AWS EC2 GPU instance type available for deployment in AI Kit. Actual costs may vary according to AWS pricing policies.
| Instance Type | GPU | GPU Memory | Hourly Cost |
|---|---|---|---|
| g4dn.xlarge | NVIDIA T4 | 16 GB | $0.526 |
| g4dn.2xlarge | NVIDIA T4 | 16 GB | $0.752 |
| g5.xlarge | NVIDIA A10G | 24 GB | $1.006 |
| g5.2xlarge | NVIDIA A10G | 24 GB | $1.212 |
| p3.2xlarge | NVIDIA V100 | 16 GB | $3.06 |
| p3.8xlarge | 4x NVIDIA V100 | 64 GB | $12.24 |
Billing Model: AI API costs are charged only for what you use, and GPU costs only for the time you run. FloatBelt subscription plans cover the platform fee (session management, dashboard, monitoring), while GPU instance costs are billed separately based on usage.
An introduction to FloatBelt's core user interfaces.
Start with the free plan and upgrade whenever you need to.
Everything in AI Education, All at Once
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