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Large People ModelHuman Operating Architecture
Definition in developmentInformationpercent

Information conflict rate

How much a domain carries known conflicting or contested information.

Formula

Information conflict rate

(domains with known conflicting definitions or reports / domains reviewed) * 100

Unit

percent

Direction

Lower is better

Cadence

Quarterly and during integration or reporting redesign.

Numerator

Domains with conflicting definitions, reports, or interpretations

Denominator

Domains reviewed

Worked Example

Review of reporting domains after integration.

Domains reviewed

25

Domains with conflicts

6

Calculation

6 / 25 * 100

Result

24%

Interpretation

Leaders are likely debating facts instead of decisions.

Recommended action

Resolve definitions and assign authoritative source owners.

Why it matters

This metric helps leaders see whether the information layer is healthy enough to support execution and AI readiness.

What it reveals

Where leaders may be making decisions from conflicting versions of reality.

Manual assessment method

Review critical domains for conflicting reports, definitions, dashboards, or interpretations.

Lapemo calculation path

Conceptually useful, but the capture model and definition need a product decision before platform use.

Interpretation Bands

Healthy

0-10%

Low and manageable.

Watch

11-20%

Rising signal that should be reviewed.

Risk

21-35%

High enough to indicate structural friction.

Critical

>35%

Likely blocking execution or governance quality.

Required inputs

  • Domain list
  • Conflicting sources
  • Definition owners
  • Dispute status

Data sources

  • Source-of-Truth Map
  • Dashboard inventory
  • Glossary
  • Leadership interviews

Common pitfalls

  • Ignoring semantic conflicts
  • Counting unresolved debates as normal variance

Recommended actions

  • Resolve definitions
  • Name source of truth
  • Retire conflicting dashboards

Measure Before You Scale

Measure the operating model before AI amplifies it.

Use the Metrics Library to understand what to diagnose, what to monitor, and where Lapemo can turn framework metrics into operating intelligence.