About Hallucinot

We're building the trust layer for generative AI.

Our Mission

AI is transforming how we work, but it comes with a critical flaw: it doesn't know what it doesn't know. Large language models confidently generate content that sounds authoritative but may be completely fabricated.

We call these "hallucinations" — and they're not just embarrassing. They can damage your brand, expose you to legal liability, and erode the trust you've worked hard to build.

Hallucinot is the verification layer that catches these errors before they reach your customers. We cross-reference AI outputs against authoritative sources, use multi-model consensus to identify contradictions, and give you actionable reports you can trust.

How We're Different

Multi-Model Consensus

We don't trust a single AI to verify another AI. Our proprietary "Judge" architecture uses multiple models to audit responses and catch errors that single-model systems miss.

Authoritative Sources

We verify against real-world data: Google Maps for locations, government registries, scientific databases, and more. Not just another AI's opinion.

API-First Design

Built for developers. Integrate verification directly into your AI pipeline with our REST API. Intercept and verify content before it reaches your users.

Compliance Ready

Every verification generates a timestamped audit trail with sources and confidence scores. Perfect for regulated industries.

A Llamassist Product

Hallucinot is built by Llamassist, a company focused on making AI more reliable, transparent, and trustworthy. We believe that as AI becomes more powerful, the need for verification and accountability becomes even more critical.

Our team has deep experience in AI/ML, enterprise software, and building products that organizations trust with their most sensitive workflows.

Ready to get started?

Try Hallucinot free with 100 verifications. No credit card required.