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Large People ModelHuman Operating Architecture
Manual assessmentGovernancepercent

Policy exception rate

How often controls are bypassed or risks formally accepted.

Formula

Exception rate

(exceptions or bypasses / total governance reviews or controlled actions) * 100

Unit

percent

Direction

Lower is better

Cadence

Monthly in governance review.

Numerator

Exceptions, bypasses, or accepted variances

Denominator

Governance reviews or controlled actions

Worked Example

Control review across policy-governed requests.

Exceptions

18

Reviews

120

Calculation

18 / 120 * 100

Result

15%

Interpretation

Exceptions are common enough to inspect policy fit and control design.

Recommended action

Categorize exceptions by policy friction, risk acceptance, and owner behavior.

Why it matters

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

What it reveals

Whether governance is being followed, bypassed, or used to document accepted risk.

Manual assessment method

Review exceptions, bypasses, and accepted risks over a period. Compare them to total governance reviews.

Lapemo calculation path

Supported by bypass events, accepted risks, and control evaluation records when governance activity 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

  • Exception log
  • Bypass reason
  • Review count
  • Risk tier

Data sources

  • Governance workflow
  • Risk register
  • Audit records
  • Control map

Common pitfalls

  • Treating all exceptions as failures
  • Not separating approved risk from bypass

Recommended actions

  • Review repeated exception reasons
  • Update unrealistic policies
  • Escalate risky bypasses

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.