# AI observability and monitoring There are 20 AI observability and monitoring in the index. 20 AI governance tools. Also on the [web page](https://aigovernancetools.fyi/us/global/online/category/ai-observability-monitoring). ## AI governance tools 1. [Openlayer](https://aigovernancetools.fyi/us/global/online/openlayer.md), AI observability and monitoring, Online: Openlayer is the AI governance and observability platform for regulated enterprises: one place to test, monitor, and govern every model, agent, and AI system… 2. [AIMon](https://aigovernancetools.fyi/us/global/online/aimon.md), AI observability and monitoring, Online: AIMon is a Bessemer Ventures-backed company that helps you evaluate and improve RAG systems and LLM applications. 3. [Future AGI](https://aigovernancetools.fyi/us/global/online/future-agi.md), AI observability and monitoring, Online: Platform to evaluate, observe and improve AI agents, catching failures and diagnosing why they happen. 4. [Arize AI](https://aigovernancetools.fyi/us/global/online/arize-ai.md), AI observability and monitoring, Online: Continuously improve AI agents with agent observability, evaluation, tracing, and experimentation. 5. [Braintrust](https://aigovernancetools.fyi/us/global/online/braintrust.md), AI observability and monitoring, Online: Ship quality agents at scale. Braintrust is the AI observability platform for tracing production, running evals, and catching regressions before they reach… 6. [Comet Opik](https://aigovernancetools.fyi/us/global/online/comet-opik.md), AI observability and monitoring, Online: Opik, from Comet, is an open-source end-to-end AI observability platform for agent testing, optimisation and monitoring. 7. [Confident AI](https://aigovernancetools.fyi/us/global/online/confident-ai.md), AI observability and monitoring, Online: Confident AI is the AI quality platform for enterprise teams to standardize AI evals and observability across the org — one consistent bar for how every team… 8. [Fiddler AI](https://aigovernancetools.fyi/us/global/online/fiddler-ai.md), AI observability and monitoring, Online: The AI Control Plane for enterprises. Gain visibility, context, and control through evaluation, monitoring, enforcement, governance, and cost efficiency. 9. [Galileo](https://aigovernancetools.fyi/us/global/online/galileo.md), AI observability and monitoring, Online: Galileo's AI observability and evaluation platform empowers AI teams to evaluate, monitor, and protect GenAI applications and agents at enterprise scale. 10. [Helicone](https://aigovernancetools.fyi/us/global/online/helicone.md), AI observability and monitoring, Online: Open-source AI gateway and LLM observability platform for routing and monitoring AI applications. 11. [HoneyHive](https://aigovernancetools.fyi/us/global/online/honeyhive.md), AI observability and monitoring, Online: HoneyHive helps enterprises trace, evaluate, monitor, and improve production AI agents across teams, stacks, and sensitive data environments. 12. [Okareo](https://aigovernancetools.fyi/us/global/online/okareo.md), AI observability and monitoring, Online: Synthetic users that find the edges before your customers do. Voice, text, and headless agents; tested, evaluated, and monitored on one platform. 13. [DataRobot](https://aigovernancetools.fyi/us/global/online/datarobot.md), AI governance platforms, Online: Enterprise AI platform for building, deploying and governing AI applications and agents. 14. [Laminar](https://aigovernancetools.fyi/us/global/online/laminar.md), AI observability and monitoring, Online: Open-source platform to trace, evaluate, and debug AI agents. Laminar surfaces agent failures, and helps you fix them. 15. [Maxim AI](https://aigovernancetools.fyi/us/global/online/maxim-ai.md), AI observability and monitoring, Online: Bifrost by Maxim AI: open-source AI gateway for LLMs, MCP and agents with routing, governance, guardrails and observability. 16. [Datatron](https://aigovernancetools.fyi/us/global/online/datatron.md), Model risk management, Online: MLOps platform with AI model monitoring and AI governance for models in production. 17. [Evidently AI](https://aigovernancetools.fyi/us/global/online/evidently-ai.md), AI observability and monitoring, Online: Ensure your AI is production-ready. Test LLMs and monitor performance across AI applications, RAG systems, and multi-agent workflows. Open-source. 18. [Relyance AI](https://aigovernancetools.fyi/us/global/online/relyance-ai.md), LLM security and guardrails, Online: Tailored AI evals built from company policies, run before every release, with the same rules enforced as runtime guardrails. 19. [LangSmith](https://aigovernancetools.fyi/us/global/online/langsmith.md), AI observability and monitoring, Online: Take agents from prototype to production. LangSmith gives you the tools to build, debug, evaluate, and ship reliable agents. 20. [Prove AI](https://aigovernancetools.fyi/us/global/online/prove-ai.md), AI observability and monitoring, Online: Prove AI makes multi-agent AI outcomes traceable, explainable and cost-efficient — attribute agent decisions at runtime and catch silent regressions. ## Other categories in Online - [AI governance platforms](https://aigovernancetools.fyi/us/global/online/category/ai-governance-platforms.md): 36 AI governance tools - [LLM security and guardrails](https://aigovernancetools.fyi/us/global/online/category/llm-security-guardrails.md): 33 AI governance tools - [AI data privacy](https://aigovernancetools.fyi/us/global/online/category/ai-data-privacy.md): 20 AI governance tools - [AI red teaming](https://aigovernancetools.fyi/us/global/online/category/ai-red-teaming.md): 16 AI governance tools - [Model risk management](https://aigovernancetools.fyi/us/global/online/category/model-risk-management.md): 10 AI governance tools - [Bias and fairness testing](https://aigovernancetools.fyi/us/global/online/category/bias-fairness-testing.md): 4 AI governance tools - [EU AI Act compliance tools](https://aigovernancetools.fyi/us/global/online/category/eu-ai-act-compliance.md): 2 AI governance tools