WhyLabs

WhyLabs is an AI observability platform for privacy-preserving logging, AI monitoring, and LLM security, now open source.

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WhyLabs overview

WhyLabs is an AI observability product and open-source platform from WhyLabs, Inc. The company states that it is discontinuing operations, and that the complete platform has been open sourced to support further AI observability research and responsible AI operations.

The site positions WhyLabs around tools for privacy-preserving logging, AI monitoring, and LLM security. Its open-source components include whylogs, an open standard for data logging, and langkit, a toolkit for monitoring LLMs while preserving privacy.

What WhyLabs provides

AI observability focus

WhyLabs describes itself as part of the AI observability category, centered on tools that help teams observe AI systems and support responsible AI adoption.

Open-sourced platform

The company says the complete WhyLabs platform has been open sourced, making the product available for research and continued use in open source form.

Privacy-preserving logging

whylogs is described as an open standard for data logging that supports privacy-preserving logging and monitoring for AI systems.

LLM monitoring toolkit

langkit is described as an open source toolkit for monitoring LLMs while preserving privacy and helping secure models.

Responsible AI operations

The site emphasizes responsible AI operations and says the tools are meant to support practices that help teams adopt AI more responsibly.

Where WhyLabs fits

AI system logging and monitoring
Teams building AI systems can use the open-source platform and whylogs to record telemetry in a privacy-preserving way and monitor system behavior over time.
LLM monitoring and security
Organizations working on LLM applications can use langkit to monitor and secure model behavior while preserving privacy.
AI observability research
Researchers and practitioners in AI observability can use the open-sourced platform as a base for further experimentation and research.
Responsible AI workflows
Teams looking for responsible AI operations practices can use the source materials as reference points for logging and monitoring approaches that respect privacy.

Pros and Cons

Pros

The complete platform has been open sourced, which supports ongoing research and reuse.
whylogs provides an open standard for privacy-preserving logging and monitoring.
langkit is available as an open source toolkit for monitoring and securing LLMs.
The site frames the product around responsible AI operations and privacy-preserving workflows.

Cons

The company says it is discontinuing operations, so it is not an actively run commercial service.
The source content does not provide product documentation, pricing detail, or implementation guidance on the website pages provided.

FAQ

Is WhyLabs still operating?

WhyLabs says it is discontinuing operations. The company also states that the complete platform has been open sourced, along with whylogs and langkit, so the software is still available through open source rather than as an operating company product.

What does the pricing page show?

The source text does not describe a live sales process or active pricing plans. The pricing page repeats the shutdown notice and points readers to transition@whylabs.ai for questions.

What parts of WhyLabs are open source?

The website says the complete WhyLabs platform has been open sourced, whylogs will continue as an open standard for privacy-preserving logging and monitoring, and langkit will continue as an open source toolkit for monitoring and securing LLMs.

Who is this product for?

The source text does not provide setup steps or deployment requirements. It does indicate that the platform and its open-source components are intended for teams working on AI observability, logging, monitoring, and LLM security.