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Large People ModelHuman Operating Architecture
Manual assessmentGovernancepercent

Risk acceptance lineage

Every accepted risk traced to who accepted it, when, and why.

Formula

Risk acceptance lineage completeness

(accepted risks with approver, rationale, timestamp, affected area, and review date / total accepted risks) * 100

Unit

percent

Direction

Higher is better

Cadence

Monthly for active risk portfolio.

Numerator

Accepted risks with complete lineage

Denominator

Total accepted risks

Worked Example

Review of accepted AI and platform risks.

Accepted risks

22

Risks with complete lineage

13

Calculation

13 / 22 * 100

Result

59.1%

Interpretation

Risk acceptance is not consistently accountable or auditable.

Recommended action

Require complete lineage before risk acceptance is valid.

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 risk acceptance is accountable and auditable.

Manual assessment method

Review accepted risks and confirm each has a named approver, rationale, timestamp, and affected area.

Lapemo calculation path

Supported by risk signals, audit records, approvers, rationale, and resolution notes.

Interpretation Bands

Healthy

85-100%

Strong enough for normal operating review.

Watch

70-84%

Usable, but gaps should be assigned owners.

Risk

50-69%

Weak enough to slow execution or create risk.

Critical

<50%

Do not scale the related workflow without intervention.

Required inputs

  • Accepted risk
  • Approver
  • Rationale
  • Timestamp
  • Affected area
  • Review date

Data sources

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

Common pitfalls

  • Counting risk notes without approval
  • Missing review dates

Recommended actions

  • Complete missing lineage
  • Assign risk review owners
  • Escalate untraceable accepted risks

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.