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WhyLabs AI Observatory

AI observability platform for monitoring machine learning models and ensuring AI application security.

Source rating 5.0 (62) 4.9k views 4.9k/mo traffic 0 saves Freemium
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Analytics Builder Data analysis SaaS AI detection AI security ai detection tool AI Data Analysis Tools ai saas builder duet ai assistant AI observability LLM Security Model Monitoring MLOps Data Quality Data Drift Generative AI whylogs LangKit AI governance MLSecOps
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Free + from $125 / month

Verdict

A quick read before you dig into the full page.

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AI observability platform for monitoring machine learning models and ensuring AI application security
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You need enterprise SLAs or a fully managed team plan right away
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Freemium · Free + from $125 / month

Overview

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.

WhyLabs AI Observatory screenshot

Access & connections

Where you can use WhyLabs AI Observatory.

Platforms

Web

Capabilities

What this tool accepts, produces, and is strongest at.

Highlights

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

FAQ 7

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.
Can I use WhyLabs for free?
Yes! There are two ways to use WhyLabs for free. The WhyLabs Starter plan is free to use now—and forever—for one Project. You get all of the convenience of monitoring for data drift, data quality, and model performance combined with continuous data logging and profiling for unlimited data volumes along with many other great features, all included for free. Secondly, the WhyLabs Enterprise plan offers a free trial period that’s optimized for your unique requirements. Please contact us and we will be happy to work out a custom trial period.
How do I get started?
Simply click here to create a free account and get started! The platform will guide you through all steps you need to onboard in just a few minutes. For an overview of the process, you can take a look at the Onboarding guide in the documentation center. Alternatively, contact us to schedule a call with our team. We’re happy to help you learn more.
Do I really not pay for predictions or rows?
That's correct! WhyLabs uses the whylogs open source library to collect summary statistics about your data. This approach enables us to provide highly accurate and scalable data and model monitoring, regardless of your data volume.
What data does WhyLabs collect?
None at all! WhyLabs relies on statistical profiles of your data generated by our open source library, whylogs . WhyLabs collects none of your data and your data never leaves your environment.
What data types can I monitor?
All kinds! You can monitor tabular, text, image, embedding, video, or audio data with WhyLabs. If you are interested in other data types, please contact us and we’d be happy to help. You can also monitor batch or streaming data, regardless of the data volume.
WhyLabs AI Observatory Free + from $125 / month
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