| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
Integrated digital marketing platform for retail and ecommerce brands with email, SMS, identity resolution, and behavioral triggers. |
| Pricing |
Pay-per-use ($$-$$$$) |
Subscription (Custom) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Email marketing
- SMS
- Identity resolution
- Behavioral triggers
- Predictive analytics
- Product recommendations
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Retail focused
- Identity resolution
- Predictive analytics
- Good support
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Enterprise pricing
- Retail focused
- Limited outside ecommerce
|