WhyLabs AI Control Center: Secure, Observability-Driven AI for Enterprises

WhyLabs AI Control Center is a powerful, open-source platform designed for enterprises to observe, secure, and optimize their AI and machine learning systems—especially large language models (LLMs) in high-stakes environments. With a focus on privacy-preserving data logging via whylogs profiles, real-time monitoring of 100% of inferences, and advanced LLM guardrails powered by LangKit and OpenLLMTelemetry, WhyLabs ensures compliance, detects data drift and model degradation instantly, and accelerates issue resolution by up to 10x. Ideal for regulated industries like Financial Services, Healthcare, Retail, and Logistics & Manufacturing, the platform supports any cloud, any model, and any data type—structured or unstructured—with seamless integrations and zero-config onboarding. It enables users to bring their own models, red teaming scenarios, and examples, while maintaining strict data privacy through local telemetry collection and no raw data movement.

Key Features:

• AI Observability & ML Monitoring: Real-time tracking of model performance, data quality, and drift across all inference data.
• LLM Security with Guardrails: LangKit provides customizable guardrails, evaluations, and observability to prevent harmful outputs and ensure responsible AI.
• OpenLLMTelemetry Integration: Real-time tracing and monitoring of LLM-based systems using Open Telemetry standards.
• Privacy-Preserving Data Logging: whylogs generates lightweight, anonymized dataset summaries (profiles) without collecting or duplicating raw data.
• 100% Inference Monitoring: No sampling—full visibility into every prediction for accurate, comprehensive insights.
• Multi-Cloud & Custom Deployment Support: Integrates with any cloud provider and supports on-premise, hybrid, and multi-cloud environments.
• Model-Agnostic Monitoring: Compatible with any model architecture, including language models, classification, regression, embeddings, and recommendation systems.
• Support for Diverse Data Types: Handles tabular, image, text, video, audio, and embeddings data—both streaming and batch.
• Out-of-the-Box Policy Rules: 1-click policy rule sets for immediate LLM security and compliance setup.
• Root Cause Analysis & Debugging: Advanced trace and debug capabilities to quickly identify and resolve AI issues.
• Time Machine View: Interactive historical data and model health tracking for retrospective analysis.
• Explainability-Powered Monitoring: Deep insights into model behavior and data anomalies with explainable AI features.
• Customizable Dashboards: Tailored visualizations to accelerate time to resolution by up to 10x.
• SAML SSO & Role-Based Access Control: Enterprise-grade security and access management.
• Community & Enterprise Support: Slack-based community for Free and Expert plans; email and 24x7 support for Enterprise.
• 7,090,432+ Installs: Proven adoption across top-tier organizations including Fortune 500 companies and major healthcare providers.
• SOC 2 Type 2 Certified (Zero Exceptions): Trusted in highly regulated industries with rigorous compliance standards.
• 70+ Integrations: Seamless connectivity across AI, data, and cloud ecosystems.

Pricing: WhyLabs offers a Free tier with basic monitoring, a paid Expert plan at $125/month for enhanced capabilities, and a custom Enterprise plan for large-scale, mission-critical deployments. The platform’s open-source foundation enhances accessibility, while premium tiers provide advanced features and dedicated support.

Conclusion: WhyLabs AI Control Center is a robust, privacy-first observability platform that empowers data-driven enterprises to build trustworthy, high-performing AI systems—making it an essential tool for modern AI governance and responsible innovation.