Do you know when your AI
hallucinates?
deviates from instructions?
outputs irrelevant results?
generates unsafe outputs?
shares restricted data?

End-to-end measurability, real-time guardrailing, and governance for your AI.

Comprehensive AI Monitoring Metrics

Contextual Hallucination
General Knowledge Hallucination
Prompt Instruction Deviation
Irrelevant Response
Unattained Business Objectives

AIMon helps startups and Fortune 200 companies overcome the challenges of deploying LLMs, RAG, and Agents with deterministic precision.

Monitor any AI App. Anywhere.

AIMon feature supported Monitor your internally-built apps and your AI vendors too

AIMon can monitor your internal RAG, LLM, Agentic apps AND your AI vendors too.

AIMon feature supported Seamlessly observe production and development workflows

With AIMon's continuous monitoring, you don't need to restrict yourself to evaluating offline. You can get live insights that help you optimize your apps.

AIMon feature supported Deploy AIMon hosted or on-premise

AIMon can be deployed on-premise or hosted in the cloud to suit your company's trust policies.

AIMon vs. Others

Find out why Fortune 200 companies trust us.

AIMon Others
Pre-aligned evaluation models
Benchmark leading models
Prone to errors
Misalignment issues
Historical insights and tracking
Data Quality
Context Relevance
Output Quality
Agentic Reflection Capabilities
Safety and Bias
Access Control, Privacy, and more!
Partial visibility only
Limited app monitoring
No prompts needed!
Write Guidelines in English sentences
Ensure Guidelines are followed in real-time
One API call from your favorite tool
Write and maintain prompts
Fine-tune for each metric
Fastest Models
Low-cost
Real-time evaluation
Slow
Expensive
Not real-time
Consistent Scores
Easy to trust
Inconsistent and Subjective
Hard to draw a line
Handles multiple metrics in parallel
No slowdown
Resource contention
Rate limits
Simple install on your CSP
Or use AIMon's secure cloud
Manually host multiple models
Depend on external model providers
Judging-as-a-service
Benchmark-leading. Lightning fast. Models that run in parallel to provide unprecedented insights into the behaviour of your AI.

Output / Hallucination

Identify phrase-level, contextual, and general-knowledge hallucination scores better than GPT-4o in a few hundred milliseconds.

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Output / Instruction Adherence

Check if your LLMs deviate from your instructions and why. 87%+ accuracy and <500ms latency.

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RAG / Context Issues

Identify context quality issues like conflicting information to troubleshoot and fix root causes of LLM hallucinations.

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RAG / Context Relevance and Reranking

Determine the query-context relevance scores for your retrievals with a model that ranks in the top 5 on the MTEB leaderboard. Use the feedback and rerank your retrievals with our reranker.

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Output / Completeness and Conciseness

Check if your LLMs captured all the important information expected or when they talked too much.

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Output / Toxicity and Bias

Detect hate speech, obscenities, discriminatory language, bias, and more.

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Optimize LLMs, RAG, Agentic, and even Vendor AI Apps. Explainability, insights, reports, and improvement datasets.
AIMon value prop

Getting started with AIMon is free and easy

1

Sign up

Explore our GitHub and NPM pages for ready-made example apps. Starting to use AIMon takes 15 minutes.

2

Check out the Docs

Review examples and recipes that help you improve your apps.

3

Integrate AIMon or Use without Code

Unlock instant or offline insights into your LLM apps with our powerful SDKs, API, or simply use our UI with your dataset.

4

Evaluate, Monitor, and Optimize

Find top problematic LLM Apps, identify quality issues and gain critical insights to optimize effectively.

Resources

Reach out to us

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