WhyLabs AI Observability Platform is a comprehensive solution for monitoring and optimizing machine learning models and data pipelines. This cloud-agnostic platform enables MLOps by providing robust model and data monitoring capabilities at any scale. It excels in detecting data and ML issues swiftly, facilitating continuous improvements, and preventing costly incidents.
Key features include model and data health monitoring, drift detection, training-serving skew identification, and AI performance improvement. The platform offers traceability for cohorts affecting model performance and bias, proactive resolution of data quality issues, and LLM security measures. It provides protection against OWASP Top 10 vulnerabilities and ensures a positive user experience through continuous evaluation of LLM prompts and responses.
WhyLabs caters to various industries, including financial services, logistics, manufacturing, retail, e-commerce, and healthcare. It’s particularly valuable for organizations dealing with large-scale data operations and those requiring high levels of security and compliance.
By integrating seamlessly with existing pipelines and offering enterprise-grade features like RBAC, SAML SSO, and API controls, WhyLabs empowers data scientists, ML engineers, and business stakeholders. The platform helps safeguard against AI bias, optimizes business decisions, ensures model reliability, and maintains compliance standards. Ultimately, WhyLabs enables businesses to harness the full potential of their AI systems while mitigating risks and improving operational efficiency.
