Hallucination Shield
Know what AI says about you before your investors do
Monitor, detect, and correct AI hallucinations across all major LLMs in real-time.
The Problem
AI models are being asked about your company, products, and services millions of times per day. Without monitoring, you have no idea what they’re saying — or how often they’re wrong.
A single hallucination reaching a prospect can cost you a deal. A hallucination reaching a journalist can cost you a news cycle. A hallucination in a regulated domain can cost you a compliance audit.
The Solution
Hallucination Shield gives you complete visibility and control over how AI represents your organization. Upload your ground truth once, and we continuously monitor 9+ LLMs — detecting inaccuracies before they cause damage.
When we detect a hallucination, we don’t just alert you — we help you fix it. Our automated correction pipeline deploys updates to your truth corpus, improving future responses across all monitored models.
Why TruthVouch
Built by enterprise AI practitioners who’ve experienced the damage firsthand. Our NLI-based detection engine goes far beyond keyword matching — it understands semantic meaning and context to catch subtle inaccuracies that rule-based systems miss.
Key Features
Real-time monitoring across 9+ LLMs
NLI-based hallucination detection
Automated correction deployment
Truth Score badge and certification
Cross-check scheduling
Competitive intelligence
How It Works
Upload Truth Nuggets
Define your ground truth — facts about your company, products, and claims.
Monitor LLMs
We continuously query 9+ AI engines and score responses against your truth.
Deploy Corrections
Automated corrections are pushed to identified gaps, keeping AI accurate.
Product screenshot coming soon
Hallucination Shield dashboard preview
Better Together
Hallucination Shield works best when combined with these products for complete AI trust coverage.
Hallucination Shield is available from the Starter plan at $399/mo.
Ready to deploy Hallucination Shield?
Start with a free assessment to see where it fits in your AI trust journey.