| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
Marketing automation platform built natively inside Microsoft Dynamics 365 for email marketing, web tracking, and forms. |
| Pricing |
Pay-per-use ($$-$$$$) |
Subscription (Custom) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Dynamics 365 native
- Email marketing
- Web tracking
- Forms
- Surveys
- Nurture campaigns
- Social posting
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Native Dynamics integration
- Good for MS ecosystem
- Web tracking
- Forms
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Dynamics only
- Expensive
- Limited outside MS
|