WhyLabs
FreeEnsure AI reliability with WhyLabs. Monitor ML models, detect drift, secure LLMs, and optimize performance all without sampling.
About WhyLabs
WhyLabs, Inc., a company that defined the AI observability category, has discontinued operations. The complete WhyLabs platform has been open-sourced to support future AI observability research. Key open-source contributions include whylogs, an open standard for privacy-preserving data logging and monitoring for AI systems, and langkit, an open-source toolkit for monitoring and securing LLMs while preserving privacy. The company also fostered the Robust and Responsible AI community to spread best practices. WhyLabs is no longer available as a SaaS service.
Key Features
Pros & Cons
- Open-sourced platform supports continued research and community use
- whylogs enables privacy-preserving logging without sampling
- langkit provides specialized monitoring for LLMs
- SaaS service is discontinued; no longer actively supported by the company
- Limited to open-source usage; no commercial support or hosted version
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