| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
An enterprise digital adoption platform that overlays guidance, automation, and analytics on top of any software application. |
| Pricing |
Pay-per-use ($$-$$$$) |
Enterprise_only (Custom pricing) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Digital adoption
- Walk-thrus
- SmartTips
- Launchers
- Analytics
- Surveys
- Task automation
- Workstation
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Powerful enterprise DAP
- Works on any web app
- Good analytics
- Automation capabilities
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Very expensive
- Complex implementation
- Requires dedicated admin
- Heavy impact on page performance
|
