Scientists at the City, University of London (CITY UL) developed a technology that enables a fraud detection in insurance using algorithm based text analysis. This is an innovative text mining tool which supports insurance providers in identifying claims with deliberate deceiving information. This technology assists insurance providers to focus resources eﬃciently in investigating claims classified automatically as deceitful. Furthermore, the algorithm can be integrated into an automated scan system that scans texts/emails and assigns a probability for deceitful intentions. The default detection accuracy is of 67% which can be improved through the identification of context specific terms in a small in-house follow-up project.