← All Action Guides
ERROR CORRECTION (20%)HIGHEST WEIGHTED DIMENSION

ERROR LOOPS.

Mistakes compound. Bad decisions persist. Sunk costs rule. Here's how to build feedback loops that actually correct course.

82%
Denials overturned on appeal
6mo
Avg post-mortem delay
48hrs
Target correction speed

THE PROBLEM

Low Error Correction means the organization can't learn from mistakes. Bad decisions persist long after evidence shows they're wrong.

🚂Projects continue despite clear failure signals
💸"We've invested too much to stop now" reasoning
📅Post-mortems happen months late (or never)
🔁Same mistakes repeat across teams
😤Critique treated as personal attack
🙈Bad news filtered before reaching leadership

WHY IT HAPPENS

Failure Is Punished

When admitting mistakes hurts careers, errors get hidden instead of fixed.

Ego Over Evidence

Changing course feels like admitting you were wrong. So you double down.

No Feedback Loops

Ship and forget. No measurement of what worked. No learning cycle.

Sunk Cost Fallacy

Past investment justifies future investment, regardless of outcomes.

THE FIX

01

Make Failure Safe

Celebrate killed projects. Publicly praise people who admit something isn't working early, before more resources are wasted. "Good kill" should be a compliment.

02

Pre-Define Kill Criteria

Before starting any initiative, write down: "We will stop this if [X] happens." Agreed-upon criteria remove ego from the decision.

// Example kill criteria

Kill if: <100 users after 30 days

Kill if: Negative NPS after 3 months

Kill if: 2x over budget with no path

03

Weekly Retros, Not Quarterly

Fast feedback loops beat slow ones. What went wrong this week? What will we do differently next week? Keep it short, make it regular.

04

Separate Identity from Ideas

Train people that critiquing an idea isn't critiquing them. "This approach isn't working" is different from "you failed."

05

Track Correction Speed

Measure: How long from "evidence of problem" to "course correction"? Make this metric visible. Compete to shorten it.

HOW TO MEASURE PROGRESS

Time from problem identified to corrective action
90 days7 days
Projects killed before completion
5%25%
Repeat mistake rate
HighLow
Post-mortem completion rate
20%95%

Want to see your exact Error Correction score?

TAKE THE GPI DIAGNOSTIC