AI Monitoring 6
AI monitoring tool for detecting and fixing issues in AI products.
Raindrop AI is an AI monitoring tool that helps AI engineers get alerts about hidden issues and successes in their AI products. It sends alerts when AI misbehaves and links directly to events, enabling users to dig into conversations or traces, understand the root cause, and fix it quickly. It allows users to track any behavior using natural language and find patterns in explicit user signals.
Open-source AI platform for LLM chatbot management, observability, and evaluation.
Lunary is an open-source observability and evaluation toolkit for AI developers, providing log queries and tools to improve app quality. It's an AI developer platform designed to manage and improve LLM chatbots, offering chatbot analytics, internal knowledge management, customer support solutions, and autonomous agent deployment.
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.
Unified command center to monitor, manage, and collaborate with AI agents.
Omnara is an AI Agent Command Center designed to monitor, manage, and collaborate with an entire fleet of AI agents from a single, unified dashboard. It allows users to launch and control AI agents, such as Claude Code, from anywhere – locally, on the web, or via mobile – with seamless device switching. The platform provides real-time monitoring, debugging, and guidance for agents, offering push notifications when agents require attention and enabling one-tap approvals or takeovers. It also incorporates fail-safe mechanisms to prevent silent crashes or missed steps, ensuring continuous operation.
AI observability and evaluation platform for AI applications from development to production.
Arize AI offers a unified LLM Observability and Agent Evaluation Platform for AI applications, from development to production. It provides tools for Generative AI, ML & Computer Vision, and Open Source LLM Tracing & Evals. Arize AX helps accelerate AI app and agent development and perfect them in production. It integrates development and production to enable a data-driven iteration cycle, using real production data to power better development and aligning production observability with trusted evaluations.
MaxAEO is an AI search visibility monitoring and optimization platform for brands. It shows whether ChatGPT, Gemini, Perplexity, Claude, Copilot, Grok, Google AI Overview, and Google AI Mode mention, recommend, or cite your brand when users ask for product recommendations, comparisons, alternatives, and buying advice.
Most brands are invisible in AI search results and have no idea. MaxAEO tracks your brand across ChatGPT, Gemini, Perplexity, Claude, Copilot, Grok, Google AI Overview, and Google AI Mode. It shows mention rate, recommendation position, sentiment, competitor ranking, and whether AI answers cite your content.
Instead of guessing why competitors are recommended and you are not, MaxAEO shows which prompts, platforms, and search intents create the biggest visibility gaps. It then turns the data into clear optimization tasks: what content to create, which queries to target, where to publish, and what to prioritize first.
MaxAEO is built for SaaS founders, agencies, ecommerce brands, SEO teams, GEO teams, and marketers who want measurable AI visibility growth without technical setup. Enter your brand URL, get your first visibility report, and start improving how AI platforms understand and recommend your brand.
