AI application observability platform - AI tools

Virtana Platform is an AI-native unified observability solution that provides comprehensive visibility across hybrid infrastructure, applications, AI workloads, and business services with intelligent automation and predictive analytics.

• Contact for Pricing

NuAura.Ai combines real-time intelligence with autonomous action to empower IT teams in optimizing performance, strengthening reliability, and resolving issues before they impact users.

• Freemium
• From 25$

Arize is a comprehensive platform designed to accelerate the development and improve the production of AI applications and agents.

• Freemium
• From 50$

Logz.io is an AI-powered observability platform offering advanced log management, metrics, and distributed tracing to accelerate root cause analysis and system monitoring for modern IT environments.

• Freemium
• From 28$

Embrace is an AI-powered observability platform that provides real user monitoring for mobile and web applications, helping teams identify performance issues and optimize user experiences through automated insights and comprehensive data analysis.

• Freemium
• From 80$

Evidently AI is a comprehensive AI observability platform that helps teams evaluate, test, and monitor LLM and ML models in production, offering data drift detection, quality assessment, and performance monitoring capabilities.

• Freemium
• From 50$

Asserts.ai is an observability platform that enhances Prometheus and OpenTelemetry, providing automated issue detection and correlation to reduce operational costs and improve visibility.

• Contact for Pricing

Watchlog is an AI-powered full-stack monitoring platform that brings metrics, logs, traces, and real-user monitoring into a unified dashboard for comprehensive observability across infrastructure, applications, and services.

• Freemium
• From 5$

HoneyHive is a comprehensive platform that provides AI observability, evaluation, and prompt management tools to help teams build and monitor reliable AI applications.

• Freemium

Parseable is an open-source observability platform that enables rapid log, metric, and trace analysis on object storage systems like S3, integrating AI-powered features for advanced insights and cost-efficient operations.

• Contact for Pricing

OpenLIT is an open-source observability platform designed to streamline AI development workflows, particularly for Generative AI and LLMs, offering features like prompt management, performance tracking, and secure secrets management.

• Other

Lumigo offers an AI-powered observability platform for troubleshooting microservice issues quickly. It provides end-to-end tracing, log management, and real-time monitoring for cloud infrastructure.

• Freemium
• From 119$

Kerno provides instant runtime feedback and context-rich insights for developers and AI code agents, streamlining debugging and improving code deployment in Kubernetes environments.

• Freemium
• From 20$

Intellize is an AI-first observability platform allowing users to search logs, create dashboards, and set up alerts using natural language commands.

• Contact for Pricing

Censius is an AI observability platform that provides automated monitoring, proactive troubleshooting, and model explainability tools to help organizations build and maintain reliable machine learning models throughout their lifecycle.

• Free Trial

Acceldata provides a unified data observability platform to ensure data quality, prevent failures, and control costs for hybrid and multi-cloud data stacks. It helps businesses build a strong AI foundation with high-quality, reliable data.

• Contact for Pricing

Freeplay provides comprehensive tools for AI teams to run experiments, evaluate model performance, and monitor production, streamlining the development process.

• Paid
• From 500$

Dynatrace is an AI-powered analytics and automation platform that provides unified observability and security solutions for cloud environments, helping organizations simplify cloud complexity and innovate faster.

• Free Trial

Radicalbit is an MLOps and AI Observability platform that accelerates deployment, serving, observability, and explainability of AI models. It offers real-time data exploration, outlier and drift detection, and model monitoring.

• Contact for Pricing

UsageGuard is an enterprise-ready AI development observability platform that provides a unified API for multiple AI models, comprehensive security controls, and real-time monitoring capabilities with 99.9% uptime and sub-150ms latency.

• Contact for Pricing

KloudMate is an observability platform delivering advanced monitoring, anomaly detection, and debugging for microservices and cloud infrastructure using AI-powered analytics.

• Usage Based
• From 60$

Distributional is an enterprise platform for AI testing, designed to give teams confidence in the reliability of their AI and ML applications. It offers a proactive approach to mitigate the risks associated with unpredictable AI systems.

• Contact for Pricing

New Relic is a comprehensive observability platform that combines 30+ monitoring capabilities and 750+ integrations with AI-powered analytics to help teams monitor, troubleshoot, and optimize their entire technology stack.

• Freemium
• From 49$

AppMap enhances AI development tools by providing real-time runtime context of application behavior. It captures code execution, data flow, and performance, enabling smarter suggestions, faster debugging, and fewer defects.

• Freemium
• From 15$

Wallaroo.AI provides a unified platform for deploying, managing, observing, and optimizing AI models in any environment, achieving faster time to value and reduced deployment costs.

• Paid
• From 500$

Site24x7 is an AI-driven, all-in-one IT monitoring platform designed for DevOps, IT operations, and MSPs, enabling comprehensive visibility across websites, servers, networks, clouds, and applications.

• Free Trial

Arch Gateway is an AI-native proxy server designed to help developers build sophisticated agentic AI applications by simplifying prompt processing, security, observability, and integration.

• Free

Siloam AI provides comprehensive observability tools for Large Language Model applications, offering real-time monitoring, AI-powered analysis, and optimization features to help developers build better AI products.

• Freemium
• From 10$

llm.report is an open-source analytics and logging platform for OpenAI API usage, providing real-time monitoring, cost tracking, and usage optimization for AI applications.

• Freemium
• From 20$

appNeura is an AIOps platform that leverages machine learning and artificial intelligence to provide real-time insights into application performance, helping enterprises improve end-user experience and business outcomes through predictive analytics and actionable recommendations.

• Free Trial
• From 499$