LLMs are powerful—but unreliable.

Reality Check™:
Instantly know when an LLM
is going off your rails

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How Reality Check Verifies

Our integrated system combines four powerful verification methods that work together to provide comprehensive accuracy assessment:

Detect Hallucinations

Detects "digital hallucinations" by identifying AI-generated misinformation, sophisticated fabrications, and subtle manipulation through advanced analysis.

Web Search

Your "digital detective" that scours multiple credible sources to provide broader context and authoritative perspectives on any topic.

Second Opinion

The "power of comparison" that analyzes how different reputable sources report the same information, revealing patterns and discrepancies.

Fact Check

Provides "precision in the details" by meticulously examining specific claims, statistics, and statements against established databases and verified sources.

First, we detect hallucinations and subtle manipulation. Then, WebSearch, CrossCheck, and FactCheck work together to verify information and provide accurate alternatives. Reality Check empowers you with context, not just corrections.

How It Works

Real-Time Evaluation

Confidentia analyzes data distributions of your LLM predictions instantly to pinpoint inaccuracies, biases, or hallucinations as they happen. We don't need to know which model you are using or what your evaluation metrics are.

Immediate Intervention

Use Confidentia real time scores to take immediate action only when necessary, allowing for a seamless, cost-effective user experience and most importantly performance guaranteed!

Know when you don't know

Detect in real time when your LLM is lacking in data, requires more of it, or even retraining.

Ready to trust your LLM again?
Get notified instantly with Reality Check

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