Arize favicon

Arize
Unified Observability and Evaluation Platform for AI

What is Arize?

Arize provides a unified platform for AI observability and evaluation, bridging the gap between development and production. It enables a data-driven iteration cycle where real production data informs development, and continuous monitoring ensures alignment with trusted evaluations.

The platform offers comprehensive features such as GenAI tracing, automated evaluation, production monitoring, prompt & evaluation IDE, annotations & labeling and root cause analysis. These tools help AI teams gain visibility, iterate collaboratively, and deliver optimized AI solutions.

Features

  • GenAI Tracing: Instant, end-to-end AI visibility with seamless OTEL instrumentation.
  • Automated Evaluation: Offline and online checks with LLM-as-a-Judge insights.
  • Production Monitoring: Real-time monitoring with automated anomaly detection and root cause analysis.
  • Prompt & Evaluation IDE: Integrated tools for prompt engineering and evaluation.
  • Annotations & Labeling: Combines human expertise with automated workflows.
  • Root Cause Analysis (RCA): Pinpoint model failures and identify underperforming slices.
  • Embeddings Monitoring: Track embedding drift across NLP, computer vision, and multi-modal models.
  • Performance Optimization: Improve model performance with better data curation and A/B testing.

Use Cases

  • Accelerating development of AI applications and agents.
  • Debugging AI agents and identifying root causes of issues.
  • Improving model performance through data-driven iteration.
  • Monitoring AI models in production for anomalies and drift.
  • Evaluating AI agents from development to production.
  • Optimizing prompts and evaluations.
  • Generating high-quality labels and annotations.
  • Analyzing critical data patterns and identifying edge cases.

Related Tools:

Blogs:

  • Best AI Tools For Startups

    Best AI Tools For Startups

    we've compiled a straightforward list of user-friendly AI tools designed to give startups a boost. Discover practical solutions to streamline everyday tasks, enhance productivity, and gain valuable insights without the need for a tech expert. Learn where and how these tools can be applied in your startup journey, from automating repetitive tasks to unlocking powerful data analysis. Join us as we explore the features that make these AI tools accessible and beneficial for startups in various industries. Elevate your business with technology that works for you!

Didn't find tool you were looking for?

Be as detailed as possible for better results