AI Observability 6

AI Observability and Security platform for monitoring and protecting LLM and ML models. Fiddler AI offers an AI Observability and Security platform designed to monitor, explain, analyze, and protect LLM applications and ML Models. It provides visibility and actionable insights, enabling enterprises to ship more predictive and generative models and LLM applications into production safely and responsibly. The platform includes features like LLM and ML monitoring, alerts, segmentation, root cause analysis, visualization, custom metrics, and reports. Fiddler Trust Models deliver fast response times and high accuracy in monitoring hallucination, PII, and prompt injection attacks.

AI observability and evaluation platform for LLM applications. HoneyHive is an AI observability and evaluation platform designed for teams building LLM applications. It provides tools for AI evaluation, testing, and observability, enabling engineers, PMs, and domain experts to collaborate within a unified LLMOps platform. HoneyHive helps teams test and evaluate their applications, monitor and debug LLM failures in production, and manage prompts within a collaborative workspace.

Vellum AI: A platform for developing, evaluating, and deploying AI products. Vellum AI is a platform designed to help AI product developers take their ideas from early-stage concepts to production-grade features. It provides tooling for experimentation, evaluation, deployment, monitoring, and collaboration, all in one place. Vellum offers features like a visual workflow builder, an SDK, prompt engineering tools, evaluation metrics, retrieval UIs and APIs, one-click deployment, and observability tools to track AI decisions.

AI observability platform for monitoring machine learning models and ensuring AI application security. WhyLabs is an AI observability platform that prevents model performance degradation by allowing you to monitor your machine learning models in production. It offers AI observability, LLM security, and model monitoring, helping to guardrail Generative AI applications in real-time to mitigate data leakage, prompt attacks, and hallucinations. WhyLabs provides solutions for data-driven enterprises, focusing on LLM security, ML monitoring, and AI observability across various industries.

Aporia offers AI security, reliability, and observability solutions, now part of Coralogix. Aporia provides state-of-the-art Guardrails and Observability for any AI workload. Deliver secure and reliable AI with Aporia. Aporia has been acquired by Coralogix, instantly bringing AI security and reliability to thousands of enterprises.

AI Observability Platform for monitoring, explaining, and analyzing ML model performance in production. Censius is an AI Observability Platform that helps organizations confidently make their machine learning models work in production. It provides a comprehensive ML monitoring solution to proactively monitor entire ML pipelines, detecting and fixing issues like drift, skew, data integrity, and data quality problems. The platform helps teams understand, analyze, and improve the real-world performance of AI models, offering end-to-end visibility of structured and unstructured production models.