Use Cases
Built for Organizers
Whether you're running a hackathon, teaching a class, or demoing to clients — manage AI access at scale.
01
AI Competitions
Run AI video or image competitions at any scale. Give each participant a fixed credit budget with an expiry date — unused credits auto-return to your balance when the event ends.
- Fixed credit budget per participant
- Auto-reclaim on expiry
- Real-time usage leaderboard
02
Education & Workshops
Distribute guest keys to students for hands-on AI generation exercises. Monitor progress, top up credits mid-session, and revoke access when the class is over.
- Bulk key generation for classes
- Top up credits anytime
- Per-student usage tracking
03
Client Demos & Trials
Create time-limited guest keys for client trials with controlled spending. Showcase AI capabilities without sharing your workspace credentials.
- Time-limited access keys
- Controlled credit spending
- Zero credential sharing
Capabilities
Everything You Need to Manage Credits
Full control over credit distribution, monitoring, and reclaim — built into your workspace.
Bulk Key Creation
Generate up to 50 guest keys at once. Each gets a unique auto-generated name for easy identification and distribution.
Credit Allocation
Pre-allocate specific credit amounts per participant directly from your workspace balance. Full control over spending.
Auto-Expiry & Reclaim
Set expiry dates on guest keys. When they expire, remaining credits automatically return to your workspace — zero waste.
Real-Time Tracking
Monitor each participant's credit usage and remaining balance from your Connections dashboard in real time.
Instant Revocation
Revoke any key at any time. Remaining credits are automatically reclaimed to your workspace balance immediately.
Top Up Anytime
Need to give a participant more credits mid-event? Top up any guest key without interrupting their workflow.
How It Works
Three Steps to Get Started
From key creation to credit management — set up in minutes.
01
Create Guest Keys
Bulk create keys with credit allocation and optional expiry — all in one step from your Connections page.
02
Distribute to Participants
Share the unique connection keys with each participant. They connect using their assigned key in the desktop app.
03
Monitor & Manage
Track usage per participant, top up credits, extend or revoke keys — all from your workspace dashboard.
Get In Touch
Ready to manage AI credits at scale?
Tell us about your project and our team will help you prototype, develop, and scale your AI solutions.
Enterprise Contact Form
Secure credit isolationAuto-expiry & reclaimUp to 50 keys per batch