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All case studies

Catastrophic failureAutomotive2015

Volkswagen

Volkswagen Dieselgate Emissions Scandal

Estimated impact: $33B

F12

Decision Quality Index

Critical — 6 biases detected, 3 toxic combinations

Volkswagen installed "defeat device" software in 11 million diesel vehicles worldwide to cheat on emissions tests. The cars emitted up to 40 times the legal limit of nitrogen oxides during real driving. The scheme was driven by engineering leadership's commitment to meeting impossible performance targets set by senior management.

Decision context

Whether to install software that detected and altered vehicle behavior during emissions testing, or to admit that clean diesel technology could not simultaneously meet performance, fuel economy, and emissions targets.

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

★ GroupthinkAuthority BiasSunk Cost FallacyFraming EffectOverconfidence BiasHalo Effect

3D Decision Knowledge Graph

Volkswagen — 6 biases, 3 toxic combinations

Drag to rotate · Scroll to zoom · Click to explore

Decision

Critical

High

Medium

Toxic

Bias Intensity Profile

Severity × confidence across 6 detected biases

Toxic combinations

Yes Committee
Sunk Ship
Golden Child

Reference class base rates

Across all 146 curated case studies in our library:

90%

base failure rate

10%

base success rate

Lessons learned

When senior leadership sets technically impossible targets, a culture of authority bias forces engineers to find illegitimate workarounds.
Groupthink in engineering teams can normalize fraud when "everyone knows" about the deception but no one escalates.
Sunk cost in the "clean diesel" marketing strategy made admitting technical failure seem more costly than cheating.

Source: EPA Notice of Violation to VW (2015); German Bundestag Investigation Committee Report (2017) (Case Study)

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Related cases in Automotive

Catastrophic failure2014

General Motors

GM Ignition Switch Defect Cover-Up

Catastrophic failure2015

Volkswagen AG

Volkswagen Dieselgate Emissions Fraud

Catastrophic failure2013

Takata Corporation

Takata Airbag Defect and Bankruptcy

Lessons learned

When senior leadership sets technically impossible targets, a culture of authority bias forces engineers to find illegitimate workarounds.

Groupthink in engineering teams can normalize fraud when "everyone knows" about the deception but no one escalates.

Sunk cost in the "clean diesel" marketing strategy made admitting technical failure seem more costly than cheating.