Powerful Features for Enterprise AI
OpenRails provides a comprehensive suite of tools and capabilities to help you build, deploy, and manage AI solutions at scale.
Data Management & RAG
Ingest, process, and manage data from multiple sources with our powerful RAG pipelines.
- Multi-source data ingestion (crawler, ERP, PDF/Media)
- Document processing and embedding generation
- Configurable RAG pipelines with customizable parameters
- Real-time job monitoring and logging
- Automated data cleansing and preparation
- Semantic search and retrieval optimization
Model Management
Fine-tune, quantize, and version control your AI models with ease.
- Fine-tuning configuration (LoRA, QLoRA)
- Quantization options (4-bit, 8-bit, 16-bit)
- Training job monitoring and metrics
- Model version control and artifact management
- Hyperparameter optimization
- Model registry and deployment tracking
Deployment & Integration
Deploy models to any environment and integrate with your existing systems.
- Multiple deployment options (Docker, K8s, Cloud)
- Integration connectors (Salesforce, Slack)
- Custom API endpoint generation
- Environment configuration and scaling
- Automated CI/CD pipelines
- Blue/green deployment strategies
Analytics & Monitoring
Track performance, usage, and costs with comprehensive analytics dashboards.
- System-wide analytics dashboard
- Job monitoring and metrics
- Resource usage tracking
- Error logging and alerting
- Cost optimization recommendations
- Performance benchmarking
Evaluation & Testing
Rigorously test and evaluate your models to ensure quality and reliability.
- Comprehensive evaluation framework
- Test suite management for RAG and fine-tuned models
- Automated regression testing
- Human-in-the-loop validation
- Historical performance comparison
- Suggestions for model and prompt improvements
Enterprise Security
Enterprise-grade security and compliance features to protect your data and models.
- Role-based access control
- Data encryption at rest and in transit
- Audit logging and compliance reporting
- Single sign-on integration
- Private deployment options
- Compliance with industry standards (SOC 2, GDPR, HIPAA)