Data Analytics Freemium

Agnost AI

Find production agent failures and turn patterns into reviewed fixes

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PricingFreemium
Starting price$499/mo
Free planYes
Free trialYes
APIYes
Open sourceNo
DeploymentHybrid
Last verifiedJuly 29, 2026
Overview

Tool overview

Agnost AI is listed under Data Analytics AI tools.

Summary

What is Agnost AI?

Agnost AI analyzes real chat and voice conversations from production agents. It surfaces broken workflows, repeated retries, setup friction, churn risk, sentiment, and failure patterns, then proposes improvements or reviewed pull requests for teams to approve.

Best fit

Best for

Teams improving production chat, voice, and tool-using agents from real conversations

Audience

Who is it for?

AI product teamsAgent engineersConversation designersSupport automation teamsML platform teams
Recommendation

Decision note

A strong fit for teams operating conversational agents and voice systems in production. Verify data-processing terms, retention, SDK coverage, and autonomous change controls before Apply.

Capabilities

Key features

Production conversation and failure analysis

Automatic intent and sentiment extraction

Natural-language queries over agent data

Reviewed prompt, tool, and code improvements

OpenTelemetry-native SDK instrumentation

Workflows

Use cases

Detect failures missed by offline evaluations

Analyze user frustration and drop-off

Prioritize high-impact agent fixes

Open reviewed pull requests automatically

Monitor chat and voice agent behavior

Strengths

Pros

  • Ongoing free plan for smaller teams
  • Works with any LLM or framework
  • Connects production signals to fixes
  • Provides clear message and retention limits
Considerations

Cons

  • Conversation data requires careful privacy controls
  • Automated fixes still need engineering review
Considerations

Limitations

Production conversations can contain sensitive or misleading signals. Teams must configure consent, redaction, retention, access, evaluation criteria, and review gates. Proposed fixes should be tested against representative traffic before merging or deploying.

Cost

Pricing details

Pricing modelFreemium
Starting price$499/mo
Free planYes
Free trialYes
Pricing context

Billing options

Free monthly tierMonthly subscriptionCustom Enterprise
Pricing context

Pricing note

Starter is free for up to 1,000 messages per month with seven-day retention. Pro costs $499 per month for up to 100,000 messages and 90-day retention. Enterprise is custom. The continuing Starter tier is a Free Plan, not a time-limited trial.

View official pricing
Compatibility

Supported languages

  • English
Connectivity

Integrations

OpenTelemetry

Python SDK

TypeScript SDK

Any LLM framework

MCP servers

Specs

Technical details

PlatformsWeb, API
Multilingual supportUnknown
Login requiredYes
Open sourceNo
DeploymentHybrid
CompanyAgnost Tech Inc.
Models / versionsConversation analytics Failure detection Intent extraction Automated improvements
Editions / plansStarter Pro Enterprise
Data confidenceHigh
Last verifiedJuly 29, 2026
Documentation → Data source →
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Answers

Frequently asked questions

Agnost AI analyzes real chat and voice conversations from production agents. It surfaces broken workflows, repeated retries, setup friction, churn risk, sentiment, and failure patterns, then proposes improvements or reviewed pull requests for teams to approve.
Teams improving production chat, voice, and tool-using agents from real conversations
The listed pricing model for Agnost AI is Freemium. Pricing can change, so users should verify the latest plan details on the official website.
Yes. The current profile indicates that a free trial is available.
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