Product Description
The WhyLabs AI Observability Platform is a cloud-agnostic solution that enables MLOps by providing model monitoring and data monitoring capabilities. It supports monitoring of any type of data at any scale. The platform helps detect data and machine learning (ML) issues faster, delivers continuous improvements, and prevents costly incidents.
Key Features
Model and data health monitoring
Continuous monitoring for model input and output drift
Identification of training-serving skew
Improvement of AI performance by identifying the best model candidate and reliable features
Traceability of cohorts that contribute to model performance and introduce bias
Proactive resolution of data quality issues in feature pipelines and feature stores
LLM (Language and Learning Models) security for self-hosted and proprietary LLM APIs
Inline actions to protect against prompts with malicious intent and abuse risk
Protection against OWASP Top 10 vulnerabilities, such as prompt injections and data leakage
Continuous evaluation of LLM prompts and responses to ensure a positive user experience
Enterprise-grade features, including RBAC, SAML SSO, API controls, and advanced trigger and notification configurations
Security compliance (SOC 2 Type 2)
Hybrid SaaS deployment model for highly confidential models
Root cause analysis tools for issue investigation
Powerful monitoring algorithms for intelligent baseline and seasonal monitors
Seamless integration with existing pipelines and tools
