Defacta builds an independent verification layer between AI-generated or external text and the decisions that depend on it. The platform checks claims against credible sources, flags hallucinations, fabricated citations, misinformation, and manipulative framing, and produces structured, source-backed reports with a full audit trail. It serves analysts, compliance teams, journalists, and enterprise AI pipelines where accuracy is critical, combining multi-stage automated verification with human oversight and review.