WhyLabs AI Control Center
Overview of WhyLabs AI Control Center
WhyLabs AI Control Center: AI Observability and LLM Security
What is WhyLabs AI Control Center? Formerly known as the WhyLabs Platform, it's an open-source project designed to keep AI applications secure, particularly in the era of Generative AI where traditional observability alone is insufficient.
Key Features:
- Observability: Gain comprehensive insights into your AI application health, from data quality to performance.
- Security: Observe, flag, and block security risks in real-time. Protect proprietary LLM APIs and self-hosted LLMs.
- Optimization: Fine-tune and continuously improve AI applications using curated insights and datasets.
- Integration: Seamlessly integrate with any cloud provider and in multi-cloud environments with 50+ integrations.
- Privacy Protection: WhyLabs never moves or duplicates your model raw data, ensuring privacy and compliance.
How to Use WhyLabs:
- Integrate: Integrate WhyLabs with your existing AI and data ecosystem.
- Observe: Monitor model health across a wide range of metrics.
- Secure: Block harmful interactions, prompt injections, and data leakage.
- Optimize: Improve model performance by identifying key features and addressing bias.
Why is WhyLabs Important?
In the era of AI, especially Generative AI and LLMs, traditional model monitoring isn't enough. WhyLabs offers a robust solution for:
- LLM Security: Safeguard your applications against prompt attacks, data leakage, and hallucinations.
- ML Monitoring: Enable MLOps best practices for traditional AI models.
- AI Observability: Understand every aspect of your model's health and performance.
Where Can I Use WhyLabs?
WhyLabs is versatile and can be used across various industries, including:
- Financial Services
- Logistics & Manufacturing
- Retail & E-commerce
- Healthcare
Key Components:
- whylogs: An open standard for data logging that generates privacy-preserving dataset summaries.
- LangKit: A tool to monitor and safeguard LLMs with guardrails, evaluations, and observability.
- OpenLLMTelemetry: Real-time tracing and monitoring of LLM-based systems.
Customer Success Stories:
Numerous leading AI teams rely on WhyLabs. Here are a few examples:
- Yoodli: Iterate on new experiments and prompts faster with high confidence.
- Airspace: Minimize risk across the supply chain for critical shipments.
- Fortune 500 Fintech: Benefit from strong data privacy and fast ingestion.
Get started with WhyLabs today and run AI with Certainty!
AI Task and Project Management AI Document Summarization and Reading AI Smart Search AI Data Analysis Automated Workflow
Best Alternative Tools to "WhyLabs AI Control Center"
Arize AI provides a unified LLM observability and agent evaluation platform for AI applications, from development to production. Optimize prompts, trace agents, and monitor AI performance in real time.
Dynamiq is an on-premise platform for building, deploying, and monitoring GenAI applications. Streamline AI development with features like LLM fine-tuning, RAG integration, and observability to cut costs and boost business ROI.
Union.ai streamlines your AI development lifecycle by orchestrating workflows, optimizing costs, and managing unstructured data at scale. Built on Flyte, it helps you build production-ready AI systems.
Athina is a collaborative AI platform that helps teams build, test, and monitor LLM-based features 10x faster. With tools for prompt management, evaluations, and observability, it ensures data privacy and supports custom models.