What is Arize AI?
Arize AI is an AI observability and LLM evaluation platform that provides a comprehensive solution for AI engineers, from development to deployment. It offers a range of features, including tracing, evaluating, and iterating on LLM models, as well as surface insights, effortless data curation, and AI-powered workflows.
Features of Arize AI
Develop
- Tracing: Visualize and debug the flow of data through generative-powered applications.
- Datasets and Experiments: Accelerate iteration cycles for LLM projects with native support for experiment runs.
- Prompt Playground & Management: Test changes to LLM prompts and see real-time feedback on performance against different datasets.
- Evals Online and Offline: Perform in-depth assessment of LLM task performance.
Deploy
- Surface: Intelligent search capabilities help find and capture specific data points of interest.
- Resolve: Mitigate risk to your business with proactive safeguards over both AI inputs and outputs.
- Improve: Always-on performance monitoring and dashboards automatically surface when key metrics such as hallucination or PII leaks are detected.
Copilot
- Automatically Surface Insights: Powerful workflows that help analyze and refine the performance of generative applications.
- Effortless Data Curation: Transform dataset curation with AI Search.
- Kickoff Evaluation Experiment Runs: Easily launch and perfect LLM app evaluation experiments.
Pricing
Arize AI offers a flexible pricing plan that scales with your needs. Contact them for a custom quote.
Helpful Tips
- Leverage Arize AI's open instrumentation, open data, and open-source LLM evaluations library for seamless integration with your AI applications.
- Take advantage of Arize AI's cloud-native architecture for unparalleled performance and scalability.
- Ensure the security and compliance of your AI applications with Arize AI's built-in safeguards.
Frequently Asked Questions
What is Arize AI used for?
Arize AI is used for AI observability, LLM evaluation, and AI-powered workflows.
How does Arize AI work?
Arize AI provides a comprehensive platform for AI engineers to develop, deploy, and improve LLM models.
What are the benefits of using Arize AI?
Arize AI offers a range of benefits, including improved AI performance, reduced risk, and increased efficiency.