The “Fraud Wonderland” framework, created by Joha-Maine Andrianatos, presents a compelling behavioural model that captures a critical yet often overlooked dimension of fraud:

The role of narrative control and psychological distortion in sustaining long-running schemes.

Its strength lies in identifying consistent, observable patterns, such as grandiosity, entitlement, denial, media manipulation, and reality distortion, that align with established research, such as Snakes in Suits and the concept of Hubris Syndrome. By focusing on behaviours rather than clinical diagnoses, it remains practical and defensible for use by investigators, auditors, and boards of directors, while its narrative framing makes complex fraud dynamics accessible to non-specialists. 

However, the model currently leans too heavily on behavioural cues that may also appear in legitimate high-performing leaders, creating a risk of overgeneralization without clear thresholds or contextual qualifiers. Critically, the framework underrepresents structural and governance factors, such as weak controls, board failures, and related-party opacity, that enable fraud to persist, and it lacks a time-based progression showing how fraud evolves into the “Wonderland” state. 

Key concepts like “reality distortion” are insightful but need clearer operational definitions, and the checklist's scoring system is overly simplistic, failing to differentiate between minor and critical red flags. Additionally, the framework does not distinguish among different fraud types, limiting its analytical precision. 

Overall, “Fraud Wonderland” is a strong early-warning and communication tool that effectively explains how fraudsters construct and sustain their narratives, but it requires integration with governance, financial, and escalation indicators to become a robust forensic risk model that explains not just how fraudsters think, but how they successfully evade detection. Further research is required to expand on this compelling behavioural model as an addition to the Fraud Risk Toolkit.

Read more in the source.

Source: Andrianatos, Joha-Maine. (1 April 2026). The “Fraud Wonderland” Framework – Why We Miss It at the Top. LinkedIn Article. 

Image: From LinkedIn Article.