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Large People ModelHuman Operating Architecture
Manual assessmentDecisionspercent

Decision reversal rate

The share of decisions later overturned or replaced.

Formula

Decision reversal rate

(decisions reversed, reopened, or superseded / total decisions in period) * 100

Unit

percent

Direction

Lower is better

Cadence

Monthly for active transformation and product governance.

Numerator

Reversed, reopened, or superseded decisions

Denominator

Total decisions in period

Worked Example

Review of decisions made in the last 60 days.

Reversed or reopened decisions

8

Total decisions

50

Calculation

8 / 50 * 100

Result

16%

Interpretation

Decisions are not consistently becoming stable commitments.

Recommended action

Inspect evidence quality, rights, and stakeholder inclusion for reversed decisions.

Why it matters

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

What it reveals

Whether decisions are stable commitments or recurring sources of rework.

Manual assessment method

Review decisions over a period and count how many were superseded, reopened, or replaced by later decisions.

Lapemo calculation path

Supported by superseded decision records and audit events when decision lineage is captured.

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

  • Decision log
  • Decision status
  • Superseded link
  • Reopen date

Data sources

  • Decision log
  • Audit trail
  • Operating review notes

Common pitfalls

  • Counting planned iteration as reversal
  • Ignoring informal reversals

Recommended actions

  • Improve decision evidence
  • Document rationale
  • Separate experiments from commitments

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.