WhyLabs

What is WhyLabs?

WhyLabs is an AI observability platform that prevents model performance degradation by allowing you to monitor your machine learning models in production. It offers AI observability, LLM security, and model monitoring, helping to guardrail Generative AI applications in real-time to mitigate data leakage, prompt attacks, and hallucinations. WhyLabs provides solutions for data-driven enterprises, focusing on LLM security, ML monitoring, and AI observability across various industries.

How to use WhyLabs?

Use WhyLabs to monitor your ML models, data pipelines, and LLMs in production. Integrate the platform with your existing cloud provider and AI ecosystem using the available integrations. Configure guardrails and tracing for GenAI APIs and self-hosted models. Utilize the platform’s dashboards to identify and resolve AI issues.

WhyLabs’s Core Features

AI Observability LLM Security Model Monitoring Data Quality Monitoring Drift Detection Real-time Tracing and Monitoring Privacy-Preserving Integration

WhyLabs’s Use Cases

• Safeguarding financial services from AI bias and opaqueness.
• Ensuring AI continuously delivers advantages in logistics and manufacturing.
• Optimizing retail business decisions and ensuring model accuracy.
• Monitoring AI systems in healthcare for reliability, compliance, and patient safety.
• Securing LLM applications with policy guardrails and tracing.
• Detecting and resolving model drift to improve model performance.