1. [Home](https://www.g2.com/) 2. ... 3. [AI Agent Observability Software](https://www.g2.com/categories/ai-agent-observability) 4. [Obsivara Discussions](https://www.g2.com/products/obsivara/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_74d55589077a3971ac80f6f9f1e13946/obsivara.png "Product Avatar Image") ](/products/obsivara/reviews) [ Obsivara ](/products/obsivara/reviews) 0 ratings Obsivara is an AI observability and operations platform for teams running large language models (LLMs), AI agents, and automated workflows in production. As organizations ship more AI, they lose visibility into what their models and agents are actually doing — how much they cost, whether they're reliable, and why they fail. Traditional monitoring and APM tools weren't built for this: AI systems fail quietly, with outputs drifting, tools timing out, and token costs creeping upward without a single error in the logs. Obsivara gives engineering and platform teams one place to see, debug, and control production AI. Obsivara ingests telemetry from your entire AI stack through a Python or JavaScript SDK, OpenTelemetry (OTLP), generic webhooks, or a native n8n integration — with no proxy in your request path. From that data it delivers: • Execution tracing — full run, span, and LLM/tool-call traces with latency, tokens, and errors, so you can debug any agent or workflow. • Cost intelligence — token and dollar spend attributed by provider, model, agent, and workflow, with waste detection, model comparison, and spend forecasting to cut LLM costs. • Health scoring & predictive failure alerts — continuous health scores per asset and early warnings that flag a degrading agent or workflow before it fails in front of customers. • Knowledge map & discovery — an auto-generated dependency graph of every model, agent, tool, and workflow in your estate. • Governance — incident tracking, root-cause analysis, benchmarking, compliance checks, and a weekly prioritized AI audit. Obsivara integrates with OpenAI, Anthropic (Claude), Google Gemini, LangChain, n8n, and OpenTelemetry. It's built for AI/ML engineers, platform and DevOps teams, and engineering leaders responsible for the reliability, cost, and governance of production AI. Whether you run a handful of LLM features or hundreds of agents and workflows, Obsivara helps you catch silent failures, reduce token spend, and prove your AI's reliability — starting with a free tier and scaling to enterprise, with on-prem deployment available. Show More When users leave Obsivara reviews, G2 also collects common questions about the day-to-day use of Obsivara. These questions are then answered by our community of 850k professionals. Submit your question below and join in on the G2 Discussion. * * * ### 0.0 Nps Score ### All Obsivara Discussions Search Most CommentedMost HelpfulCommon QuestionsNewest All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Common Questions Newest Filter by All Discussions Discussions with Comments Common Questions Discussions without Comments Sorry... There are no questions about Obsivara yet. ## Start a New Software Discussion Have a software question? Get answers from real users and experts [Start A Discussion](/products/obsivara/discussions/new?entry_point=discussions%23product) * * * ![Product Avatar Image](https://images.g2crowd.com/uploads/product/hd_favicon/37bc150942601ee44ee80d183f553c0f/obsivara.svg "Product Avatar Image") ### Have you used Obsivara before? Answer a few questions to help the Obsivara community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/login?context=product_review&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fobsivara%2Fdiscuss%3Fsmall_ask%3Dobsivara) No