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How is Decision Intel different from ChatGPT or a general AI assistant?

ChatGPT gives one opinion from one model: ungoverned, untraceable, unaudited. Decision Intel is the reasoning audit platform. Most tools audit your data; we audit your reasoning — and catch the fatal blind spots in strategic memos before the committee does. It measures the noise in your reasoning the same way Kahneman did in the insurance underwriter study, simulates an AI boardroom of CEO, CFO, and board personas, runs what-if interventions against a 143-case public reference library, and compounds every confirmed outcome back into a calibrated Decision Quality Index your audit committee can defend. Not a chatbot; a reasoning audit, checkable from memo to outcome.

Which cognitive biases caused Federal Bureau of Investigation's collapse?

4 bias patterns are documented in this case, led by Sunk Cost Fallacy. The full set: Sunk Cost Fallacy, Planning Fallacy, Authority Bias, Status Quo Bias. Each is mapped to Decision Intel's 22-bias R²F taxonomy with stable IDs and academic citations.

What is Decision Intel's reasoning audit?

Decision Intel runs a 12-node Recognition-Rigor Framework (R²F) pipeline on strategic memos, detecting cognitive biases from a 22-bias canonical taxonomy and producing a Decision Quality Index (DQI) score. The audit produces a hashed, tamper-evident Decision Provenance Record (DPR) suitable for audit-committee review.

All case studies

Catastrophic failureGovernment2000

Federal Bureau of Investigation

FBI Virtual Case File System ($170M Abandoned)

Estimated impact: $170M+ wasted; 5 years lost; intelligence sharing gaps persisted

F19

Decision Quality Index (simulated)

Critical · 4 biases detected, 1 toxic combinations

The FBI spent $170 million on the Virtual Case File (VCF) system between 2000-2005 before abandoning it entirely. The system was meant to modernize FBI case management after 9/11 exposed critical intelligence-sharing failures. Sunk cost fallacy kept the project alive for years despite repeated failures. The project suffered from constantly changing requirements, no clear technical leadership, and a culture that punished bearers of bad news. The replacement system, Sentinel, took another 6 years and $451 million.

Decision context

Whether to continue investing in the failing VCF system or cut losses, given that $100M+ had already been spent and the FBI desperately needed modernized case management.

Decision anatomy

Monetary stakes

Very high

Dissent suppressed

Yes

Time pressure

Present

Unanimous consensus

Yes

Decision participants

Dissent encouraged

External advisors

Iterative process

Red = risk factor present · Green = protective factor present

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

★Sunk Cost Fallacy

critical

Planning Fallacy

medium

Authority Bias

high

Status Quo Bias

medium

★ Primary driver · Severity estimated from bias type and decision outcome

3D Decision Knowledge Graph

Federal Bureau of Investigation · 4 biases, 1 toxic combination

Drag to rotate · Scroll to zoom · Click to explore

Decision

Critical

High

Medium

Toxic

Bias Intensity Profile

Severity × confidence across 4 detected biases

Toxic combinations

!The Sunk Ship

Compound cognitive failure pattern identified in this decision.

Reference class base rates

Across all 143 curated case studies in our library:

89%

base failure rate

-0%

partial / mixed

11%

base success rate

■ Failure■ Partial■ Success

Lessons learned

Sunk cost fallacy in government projects is amplified by political accountability — admitting failure invites congressional scrutiny.
Post-9/11 urgency created extreme time pressure that led to planning fallacy, with the FBI committing to unrealistic delivery timelines.
The absence of external technical oversight (no independent review board) allowed authority bias to dominate decision-making.

Source: DOJ Office of Inspector General Report 05-07 (2005); GAO Report GAO-06-1003 (2006); IEEE Spectrum investigation "Who Killed the Virtual Case File?" (2005) (Post Mortem)

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We caught these patterns in Federal Bureau of Investigation's own record — before the outcome.

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Workflows that fire on decisions like Federal Bureau of Investigation’s

The same Recognition-Rigor Framework that documents this case audits memos in the same shape — before the outcome forces the lesson.

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Lessons learned

Sunk cost fallacy in government projects is amplified by political accountability — admitting failure invites congressional scrutiny.

Post-9/11 urgency created extreme time pressure that led to planning fallacy, with the FBI committing to unrealistic delivery timelines.

The absence of external technical oversight (no independent review board) allowed authority bias to dominate decision-making.