AI - Arize AI
Empowering businesses to monitor, diagnose, and improve machine learning performance with Arize AI's intuitive observability and generative model evaluation platform.
- Name
- Arize AI -https://arize.com/
- Last Audited At
About Arize AI
Arize AI is a leading technology company that specializes in AI observability and generative models evaluation. They provide a platform designed to help businesses monitor, troubleshoot, and evaluate their machine learning, LLM, generative, NLP, computer vision, recommender models, and more. Their mission is to surface, resolve, and improve model issues, ensuring continuous performance improvements.
With intuitive tools and features, users can explore their platform for various purposes:
- Performance bottlenecks identification in each step and the entire system
- Diagnose retrieval and RAG workflows with quick missing context identification
- Prompt iteration and troubleshooting, enabling easy comparison of prompt templates
- ML observability through faster root cause analysis, automated model monitoring, and embedding & cluster evaluation
The Arize AI Observability & LLM Evaluation Platform offers several key features:
- Monitors, dashboards, and performance tracing
- Explanability & fairness, embeddings & RAG analyzer
- LLM Tracing and fine-tuning with Phoenix OSS integration
Arize AI caters to a variety of industries, including financial services, eCommerce, media & entertainment, autonomous vehicles, manufacturing, and biotechnology & pharmaceutical research. They offer solutions for use cases like computer vision, recommender systems, regression & classification, forecasting, and more.
Data sources are integrated into the Arize AI platform, including feature stores, model serving, LLMs, vector DB (AI Memory), and LLM frameworks. Inference data is indexed in real-time for monitoring, analysis, and performing tracing.
The company offers a SaaS solution along with on-premise monitoring & alerting, retraining, fine-tuning, and improvement. They collaborate with various partners to provide comprehensive solutions for businesses looking to optimize their AI models.
