Overview
Arize is a comprehensive AI observability platform designed to help AI engineers and data scientists develop, deploy, and improve machine learning and generative AI applications. Built by AI engineers for AI engineers, the platform offers robust tools for tracing, evaluating, and monitoring AI models across various stages of development.
Key Features
- End-to-end AI application tracing
- Generative AI and ML model performance monitoring
- LLM evaluation frameworks
- Prompt management and testing
- AI-powered insights and workflow optimization
- Open-source instrumentation with OpenTelemetry
- Guardrails and risk mitigation tools
- Embedding and model drift detection
- Copilot AI-assisted workflow enhancement
Use Cases
- Generative AI application development
- Machine learning model performance tracking
- AI application debugging and optimization
- Enterprise AI risk management
- ML model evaluation and iteration
- AI observability for complex AI systems
Technical Specifications
- Cloud-native architecture
- Supports OpenTelemetry instrumentation
- Open data format compatibility
- Scalable performance monitoring
- Enterprise-grade security compliance
- SOC 2 Type II and HIPAA compliant
