WhyLabs

📖 What is WhyLabs?

WhyLabs is an AI observability platform that monitors machine learning models and data pipelines for data drift, performance degradation, and data quality issues.

💡 Why It Matters

WhyLabs enables enterprise MLOps teams to catch model performance degradation before it impacts business operations.

🎯 Workplace Use Cases

• Monitoring production ML model feature drift over time
• Detecting schema changes and missing values in automated data pipelines
• Auditing LLM prompt toxicity and sentiment trends

🚀 How to Use It

Install `whylogs` in Python, generate data profiles, and send to WhyLabs dashboard.

✨ Key Features

• Open-source `whylogs` profiling library with lightweight data privacy
• Automated model drift and data quality alerts
• Supports tabular, image, and text LLM data

💳 Pricing & Plans

Free Tier: Free Developer tier for up to 2 model monitor projects.

Plan	Price	Notes
Enterprise	Custom pricing	Unlimited model monitoring, SOC 2 compliance, dedicated support.