What is Arize?
Arize is an AI observability and evaluation platform designed to help AI engineers build, monitor, and improve AI applications. From development to deployment, Arize provides tools for tracing, evaluating, and troubleshooting AI models, including large language models (LLMs), traditional machine learning, and computer vision systems. With features like performance tracing, drift detection, and AI-powered workflows, Arize empowers teams to accelerate model velocity, ensure reliability, and deliver better AI outcomes.
Key Features:
🔍 Performance Tracing & Drift Detection
Visualize and debug data flows in real-time to identify bottlenecks, detect data drift, and ensure consistent model performance.📊 Dynamic Dashboards & Monitoring
Gain actionable insights with always-on monitoring, customizable dashboards, and alerts for key metrics like hallucination rates or PII leaks.🤖 AI-Powered Copilot for Workflows
Use Arize Copilot to optimize prompts, diagnose RAG issues, and generate custom evaluations—all through natural language interactions.🧪 Dataset Curation & Experimentation
Accelerate iteration cycles with native support for experiment runs, intelligent search, and streamlined data curation workflows.🛡️ Guardrails & Bias Detection
Mitigate risks with proactive safeguards for AI inputs and outputs, ensuring compliance and reducing bias in model predictions.
Use Cases:
Improving LLM Performance
An AI engineer uses Arize to trace LLM calls, identify hallucinated responses, and optimize prompts using the Prompt Playground. This results in a 20% improvement in response accuracy.Detecting Data Drift in Production Models
A data scientist monitors a deployed ML model and uses Arize’s drift detection to spot sudden shifts in input data quality. The team quickly retrains the model, preventing costly errors.Streamlining Evaluation Workflows
A product team leverages Arize Copilot to generate custom evaluations and launch experiment runs. This reduces the time spent on manual analysis, allowing faster iteration and deployment.
Conclusion:
Arize is the ultimate AI observability and evaluation platform for teams building smarter, more reliable AI applications. Whether you’re working with LLMs, traditional ML, or computer vision, Arize provides the tools to trace, evaluate, and troubleshoot with confidence. By combining powerful monitoring, AI-driven workflows, and flexible integrations, Arize helps you deliver better AI outcomes—faster.





