Evidently AI

Collaborative AI observability platform

Paid(free trial) 573 Views Update:2024-10-16

Infrastructure Tools Metrics and Evaluation Predictive AI

What is Evidently AI ?

Evidently helps evaluate, test and monitor your AI-powered products. From ML-based classifiers to LLM chatbots and agents. Built on top of the leading open-source library with over 20 million downloads: github.com/evidentlyai/evidently

What is the usage scenario of Evidently AI ?

Evaluating and testing machine learning models during development and production.
Monitoring AI-powered products for data quality and model performance.
Detecting data drift and unexpected behavior in production environments.
Collaborating among teams (engineers, product managers, domain experts) to ensure AI quality.
Customizing evaluation metrics and tests for specific use cases in AI applications.

What are the highlights of Evidently AI ?

Built on a trusted open-source ML monitoring library with over 100 metrics available.
Provides customizable dashboards for clear visibility into AI product performance.
Supports continuous testing and monitoring of AI models with alerts for issues.
In-depth debugging capabilities to understand errors and improve model performance.
Role-based access control and private cloud deployment options for enterprise readiness.
Integration with CI/CD pipelines for proactive monitoring and issue resolution.