| What it does | Production-scale AI with Ray
| Ship agents into systems you can't afford to break
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| Stage | Not given
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| Founded | Not given
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| Based in | US
| IL
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| Pricing model | Paid
| Freemium
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| Pricing | Usage-based pay-as-you-go pricing with hourly compute charges; committed contracts available for volume discounts. Hosted option with Anyscale-managed infrastructure or Bring Your Own Cloud deployment available.
| Free plan includes 125,000 tasks and 75,000 triggers monthly with 5 seats and 1 on-prem agent. Starter: $29/month or $24/month billed annually. Business: $289/month or $240/month billed annually. Enterprise: custom pricing.
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| Key features | - Multimodal data curation at scale
- Distributed model training with elastic scaling
- Batch embedding generation at scale
- Multi-cloud deployment and orchestration
- Cluster-backed development environments
- Workload-specific observability and debugging
- Production-grade managed Ray clusters
- Access control and governance
- GPU budget controls and cost attribution
- Post-training with SkyRL and veRL support
| - MCP server for AI agents and assistants
- Python and TypeScript SDKs
- REST API and CLI for scripts and coding agents
- No-code workflow canvas
- Managed authentication to connected systems
- Audit trail of agent actions
- Tool permissions scoped per agent
- On-premises agent for systems behind firewall
- Native integrations with Zendesk, Intercom, Freshdesk, ServiceNow, SAP, NetSuite, Salesforce
- Root cause analysis and backend execution of fixes
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| What makes it different | - Built by creators of Ray, the world's most widely adopted AI compute engine
- Multi-cloud deployment without code changes
- Feels local but runs distributed
- Unified GPU pooling across clouds and regions
| - Secure enterprise-grade controls including granular tool permissions, audit trails, and versioning without sacrificing automation speed
- Autonomous AI agents that execute fixes end-to-end rather than just deflecting to chatbots or escalations
- Multiple interface options including MCP, SDKs, API, CLI, and no-code canvas for different developer and non-developer needs
- On-premises deployment capability for regulated or sensitive systems behind firewalls
- Seamless integration with entire enterprise tech stack including ERP, CRM, helpdesk, and observability platforms
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 75 ● no change since last check | 33 ● no change since last check |
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| Trust Flow (Majestic) | 29 | 5 |
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| Citation Flow (Majestic) | 50 | 31 |
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| Referring domains (Majestic) | 3293 | 75 |
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Engini