Agnost AI AI
Fix agent failures in production conversations
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Launch week 31, 2026
About Agnost AI AI
Agnost AI is a tool that helps teams catch agent failures that their evaluations might miss, by continuously analyzing production conversations and turning the highest-impact patterns into reviewed fixes. It's useful for teams that want to improve their agent's performance and provide a better user experience.
Agnost AI is designed to work with any LLM and framework, and it can be set up in just a few minutes. It reads real production conversations, surfaces where users get stuck or frustrated, and opens reviewed PRs to fix the agent. This helps teams to identify and fix issues that might be causing users to churn or have a poor experience.
Overview
Who is it for?
Teams that are building and deploying AI agents and want to improve their performance and user experience Companies that are using chat or voice agents to interact with their users and want to reduce churn and improve satisfaction Organizations that are looking for a way to analyze and improve their agent's conversations and identify areas for improvement
Features
- Continuous analysis of production conversations to identify areas where users get stuck or frustrated
- Automatic detection of agent failures and generation of reviewed fixes
- Integration with any LLM and framework, with a 2-minute setup process
- OpenTelemetry native support for easy integration with existing workflows
- Customizable metadata and improvement workflows to fit specific team needs
Use cases
- Lead Generation
- Customer Support
- Sales Outreach
- Improving the performance and accuracy of AI agents
- Reducing user churn and improving satisfaction
- Identifying and fixing issues that are causing users to have a poor experience
Details
- Pricing
- Subscription Freemium
- Built for
- Enterprises Marketing Teams Sales Teams
- Categories
- Analytics AI Tools AI & Automation
- Built with
- Astro Cloudflare
- Launched
- Last updated
More details
What is Agnost AI?
Agnost AI is a product analytics tool that reads every conversation your chat or voice agent has with your users, and surfaces hidden insights and product feedback. It helps teams to understand what their users want, where they get frustrated, and why they leave.
How does Agnost AI compare to alternatives?
Agnost AI is different from traditional product analytics tools because it is specifically designed to analyze and improve agent conversations, rather than just tracking clicks and other metrics
Agnost AI is also different from agent observability tools because it provides a more detailed and nuanced understanding of user behavior and agent performance
What integrations and ecosystem support does Agnost AI offer?
Agnost AI integrates with any LLM and framework, and has native support for OpenTelemetry
What are the pros and limitations of Agnost AI?
Pros: easy to set up and integrate; provides a detailed and nuanced understanding of user behavior and agent performance; helps to identify and fix issues that are causing users to have a poor experience
Limitations: may require significant resources and expertise to fully utilize and customize
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