WhyLabs

The AI Observability Platform, enabling teams to monitor data pipelines and machine learning models in production.

WhyLabs is an AI observability platform designed to prevent AI failures by monitoring data and models throughout their lifecycle. It helps data scientists, ML engineers, and MLOps teams maintain the health and performance of their machine learning systems once they are deployed in production. The platform automatically detects issues such as data drift, data quality degradation, model performance decay, and bias. Built on top of the open-source `whylogs` library for data logging, WhyLabs provides a unified view of all models, whether they are traditional ML models or Large Language Models (LLMs). It offers real-time alerting, customizable dashboards, and tools for root cause analysis, allowing teams to quickly identify, troubleshoot, and resolve problems before they impact business outcomes. It's suitable for organizations of any size, from individual developers to large enterprises scaling their AI initiatives.