Etiq.ai is an ML testing tool designed to help data scientists and engineers validate and monitor their data pipelines and machine learning models. It allows users to identify issues such as performance, data drift, and bias, helping to minimize failures in data and model pipelines. With features like automated tests, customizable drift tests, and root cause analysis, Etiq enables teams to ensure their AI applications operate efficiently and responsibly. The tool is easy to set up and offers a free trial, making it accessible for teams looking to enhance their AI processes with minimal hassle.
• performance monitoring
• interactive dashboards
• privacy-focused data management
• easy deployment with pip install or container
• documented by default
• drift detection with customizable tests
• bias and fairness tests
• automated tests for data pipelines
• ETIQ‑QA Python SDK
• SaaS Deployment
• ETIQ‑QA for Spark module
• Enterprise Success Support
• ETIQ‑QA Python SDK
• SaaS Deployment
• ETIQ‑QA for Spark module
• Enterprise Success Support
• On premise and private cloud deployments for ultimate flexibility
• Dedicated ETIQ‑QA success agents and Enterprise SLAs
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