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AI Tool
Unlock the Future of AI Monitoring
Elevate your AI systems with WhyLabs AI Observatory – where performance, drift, and costs are seamlessly monitored.
Experience comprehensive observability with zero data sampling for unmatched accuracy.Rapidly integrate and support your AI stack with quick connectors for popular ML tools.Harness robust monitoring tools designed specifically for Large Language Models and generative AI.
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BuildObservability & GuardrailsCost/Latency
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overview
What is WhyLabs AI Observatory?
WhyLabs AI Observatory is your comprehensive solution for monitoring AI performance. It focuses on inference performance, drift, and cost management, ensuring that your AI systems operate efficiently and effectively.
- Built for enterprise teams handling critical AI systems.
- Prioritizes privacy for sensitive sectors like healthcare and finance.
- Provides robust guardrail policies to protect your AI workflows.
features
Key Features
WhyLabs offers an array of cutting-edge features designed to enhance the observability of your AI systems. From root cause analysis to customizable dashboards, every tool is aimed at empowering your team.
- Advanced tracking of drift, bias, and data quality issues.
- Specialized tools for monitoring Large Language Models.
- Customizable dashboards for both tabular and unstructured data.
use_cases
Ideal Use Cases
WhyLabs AI Observatory is perfect for organizations in regulated industries like finance and healthcare that require rigorous AI monitoring. Our platform ensures compliance while enhancing overall system performance.
- Monitoring critical AI systems in production environments.
- Ensuring data privacy and adherence to regulatory standards.
- Enabling teams to quickly diagnose and fix issues affecting performance.
Frequently Asked Questions
How does WhyLabs ensure privacy for my data?
WhyLabs can observe 100% of production data without sampling, allowing for greater accuracy in detecting issues while maintaining stringent privacy standards.
What tools can I integrate with WhyLabs?
WhyLabs supports rapid integration with popular ML and data tools including Pandas, Spark, Sagemaker, and MLflow, enabling swift setup and deployment.
Is the WhyLabs AI Observatory suitable for all industries?
While WhyLabs can benefit various industries, it is particularly designed for enterprise teams in regulated sectors such as healthcare and finance, where compliance and performance are crucial.