The Fifth Column: Getting to the Obvious Answer the Hard Way

A textbook production-planning problem at one of the world’s largest manufacturers remained unsolved for years because the organization was not yet prepared to trust and act on the model’s answers. Making infeasibilities, tradeoffs, and alternative plans legible to planners helped reduce planning cycles from weeks to hours and unlock more than 40,000 additional units annually and nearly $400 million in realized profit improvement.

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Publication Details

Journal
INFORMS Journal on Applied Analytics
Published
2026-07-30
DOI
https://doi.org/10.1287/inte.2026.0326
Primary Topic
Operations Management Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

The Fifth Column: Getting to the Obvious Answer the Hard Way

Adam DeJans
INFORMS Journal on Applied Analytics
Operations Management Techniques
article

The Fifth Column: Getting to the Obvious Answer the Hard Way

Adam DeJans
article en

Abstract

A textbook production-planning problem at one of the world’s largest manufacturers remained unsolved for years because the organization was not yet prepared to trust and act on the model’s answers. Making infeasibilities, tradeoffs, and alternative plans legible to planners helped reduce planning cycles from weeks to hours and unlock more than 40,000 additional units annually and nearly $400 million in realized profit improvement.

INFORMS Journal on Applied Analytics
Applied Optimization (United States) (US)
Openalex Percentile: Top 5%
Operations Management Techniques
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