AI assistants confidently get SaaS product facts wrong
Scans ChatGPT and Claude to catch lies about your SaaS pricing.

Six specialized endpoints including causality graphs for grounding AI outputs.
AI application developers, RAG system builders
Scans ChatGPT and Claude to catch lies about your SaaS pricing.
Cross-vendor verification catches hallucinations when LangSmith and Arize exist.
Fact-checks claims against live web sources using a tiny 0.8B model on CPU.
Multi-agent fact-checking loop, but RAG hallucination fixes are table stakes now.
Token-level streaming halt stops hallucinations mid-sentence before user sees them—genuinely novel safety layer.
Kahneman's adversarial collaboration applied to multi-model debates, not just model ensemble.