WhyLabs
whylabs.aiAI Observability platform for responsible AI operations
Ops & Infraai-observabilitymlopsllm-monitoringopen-sourcedata-loggingresponsible-aimachine-learning
About
WhyLabs was an AI observability platform that helped teams monitor, log, and secure AI and ML systems in production. The company pioneered the AI observability category with tools like whylogs (a data logging standard) and langkit (an LLM monitoring toolkit). WhyLabs has discontinued operations and open-sourced its entire platform, with its open-source projects continuing independently.
Problem
Teams lack visibility into how AI and ML models are behaving in production, making it hard to detect drift, bias, or failures.
For
ML engineers and data scientists deploying AI systems in production
How it works
WhyLabs provided a platform with privacy-preserving data logging and monitoring tools that tracked model inputs, outputs, and performance metrics over time.
Business model
open-source
Status
unknown
Company
WhyLabs, Inc.