| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
The unified Freshworks CRM platform that brings together sales CRM and marketing automation with AI-powered insights. |
| Pricing |
Pay-per-use ($$-$$$$) |
Subscription ($15-$69/user/month) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Unified CRM
- Freddy AI
- Sales automation
- Marketing automation
- Chat campaigns
- Email campaigns
- Journey builder
- Contact scoring
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Combined sales and marketing
- AI assistant
- Clean interface
- Good value
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Naming confusion with Freshsales
- Feature overlap
- Mid-tier platform
- Limited enterprise features
|
