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WhyLabs AI Observatory

09/04/2024

AI Tool: WhyLabs AI Observatory

Data or ConceptDescription
What is WhyLabs AI Observatory?AI observability platform that allows users to monitor both structured and unstructured data, including ML models such as LLMS.
Using WhyLogsBy leveraging the open WhyLogs data logging standard, users can generate privacy-preserving summaries of data sets, known as WhyLogs profiles, to ensure data integrity and compliance.
Langkit integrationThe platform provides protections, assessments and observability for LLMS, enabling data-driven companies across multiple sectors to extract actionable insights and ensure the accuracy of AI models.
Industrial SectorsIt serves industries such as financial services, logistics, manufacturing, retail, e-commerce, and healthcare, protecting against AI bias, opacity, business risks, and ensuring patient safety.
Continuous monitoringBy continuously monitoring data quality, model derivation, and key performance metrics, WhyLabs enables teams to proactively address issues, prevent data leakage, and improve AI applications through customer feedback. users and collaboration between teams.
Data CompatibilitySupporting structured and unstructured data, the platform supports batch and streaming processing and integrates seamlessly with existing data pipelines and multi-cloud architectures for real-time actionable insights at scale.
Link to WhyLabs AI ObservatoryWhyLabs AI Observatory website

La WhyLabs AI Observability Platform allow monitor structured and unstructured data, included ML models like LLMS. Facilitates the creation of privacy-preserving summaries of data sets using the standard WhyLogs. With Langkit integration, offers safeguards and observability for LLMS, suitable for industries such as financial services, logistics and health, protecting against AI bias and business risks. Promotes the data integrity and the continuous improvement of AI applications through data quality monitoring y key performance metrics.

Visit WhyLabs AI Observatory to learn more.

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