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All case studies

FailureFinancial Services2017

Deutsche Bank

Deutsche Bank Mirror Trading Scandal

Estimated impact: $630M

F33

Decision Quality Index

Critical — 5 biases detected, 1 toxic combinations

Deutsche Bank's Moscow branch facilitated $10 billion in mirror trades that moved money out of Russia between 2011 and 2015. Compliance failures and a culture of status quo acceptance allowed suspicious transactions to continue despite red flags, resulting in $630 million in regulatory fines.

Decision context

Whether to investigate and halt suspicious mirror trading patterns between the Moscow and London offices that compliance teams had flagged multiple times.

Deep hindsight-stripped analysis coming soon. This case is part of our ongoing backfill to reconstruct what the platform would have flagged at decision time. The summary and bias profile below are drawn from primary sources.

Biases present in the decision

★ Status Quo BiasCognitive MiseringGroupthinkConfirmation BiasSelective Perception

3D Decision Knowledge Graph

Deutsche Bank — 5 biases, 1 toxic combination

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Decision

Critical

High

Medium

Toxic

Bias Intensity Profile

Severity × confidence across 5 detected biases

Toxic combinations

Echo Chamber

Reference class base rates

Across all 146 curated case studies in our library:

90%

base failure rate

10%

base success rate

Lessons learned

Status quo bias in compliance means that revenue-generating activities receive less scrutiny than they warrant.
Cognitive misering in AML processes leads teams to check boxes rather than critically analyze transaction patterns.
Decentralized operations across jurisdictions create oversight gaps that enable illicit activity to persist.

Source: FCA Final Notice to Deutsche Bank AG (2017); NY DFS Consent Order (2017) (FCA Enforcement)

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Lessons learned

Status quo bias in compliance means that revenue-generating activities receive less scrutiny than they warrant.

Cognitive misering in AML processes leads teams to check boxes rather than critically analyze transaction patterns.

Decentralized operations across jurisdictions create oversight gaps that enable illicit activity to persist.