Agnost AI
Catch and fix chat agent failures before users rage-quit.
Quick answer
Agnost AI — Catch and fix chat agent failures before users rage-quit. It's paid. Best for monitoring a customer support chatbot for signs of user frustration.
Agnost AI is a production analytics platform purpose-built for teams developing and maintaining chat and voice AI agents. It automatically reads real user conversations in production, identifies behavioral failures such as rage-prompting (repeated user frustration signals) and repeated rephrasing patterns, and surfaces these issues without requiring any new instrumentation or code changes on your side. This makes it particularly valuable for product and engineering teams that want deep visibility into how their AI agents actually behave in the wild, not just in controlled tests. What sets Agnost AI apart is its ability to go beyond detection: once a failure pattern is identified, the platform can automatically open pull requests to propose fixes, tightening the feedback loop between observation and remediation. It is ideal for teams building customer support bots, voice assistants, internal AI copilots, or any conversational AI product where silent failures erode user trust and retention over time.
Key features
- Production conversation analysis for chat and voice agents
- Automatic detection of rage-prompting and repeated rephrasing failures
- Zero-instrumentation setup reads existing conversations directly
- Automated PR generation to propose fixes for detected issues
Pros & cons
- +No new instrumentation required, reducing setup friction significantly
- +Closes the loop from insight to fix by opening pull requests automatically
- +Focuses specifically on conversational AI, giving deeper domain-specific insights
- −Pricing is not public, making budget planning difficult without contacting sales
- −Niche focus means it may not cover broader product analytics needs beyond chat and voice agents
Pricing
No public free tier
Contact for pricing
Available on request
Who is it for
- →Monitoring a customer support chatbot for signs of user frustration
- →Identifying recurring prompt failure patterns in a voice assistant
- →Automatically generating code fix suggestions when agent failures are detected
Frequently asked questions
Is Agnost AI free?
Agnost AI does not publicly advertise a free tier. Pricing is available on request, so you would need to contact the team directly to learn whether any trial or free option exists.
What is Agnost AI best used for?
Agnost AI is best used for analyzing production conversations in chat and voice AI agents to detect behavioral failures like rage-prompting and repeated rephrasing, helping teams improve agent quality without manual review.
What are the best alternatives to Agnost AI?
Alternatives include Langfuse, Helicone, and Arize AI for LLM observability, as well as general product analytics tools like Mixpanel or Amplitude if your needs extend beyond conversational AI monitoring.
Is Agnost AI safe to use?
Agnost AI processes production conversation data, so teams should review its data handling and privacy policies carefully, particularly if user conversations contain personally identifiable or sensitive information. Contact the Agnost team for details on compliance and data security.
How much does Agnost AI cost?
Agnost AI does not publish its pricing publicly. Costs are shared on request, so interested teams need to reach out directly to get a quote tailored to their usage and team size.
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