Skip to main content
Large People ModelHuman Operating Architecture
Manual assessmentDecisionscount

Decision dependency count

How many other decisions or entities a decision depends on or feeds.

Formula

Decision dependency count

count(upstream decisions + downstream decisions + affected systems + policies + owners)

Unit

count

Direction

Context dependent

Cadence

For high-impact decisions before approval.

Worked Example

Pricing decision dependency review.

Upstream decisions

4

Affected systems

6

Policy checks

3

Calculation

4 + 6 + 3

Result

13 dependencies

Interpretation

This decision needs explicit sequencing and orchestration.

Recommended action

Create a dependency map before final approval.

Why it matters

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

What it reveals

Where a decision sits inside a broader chain of commitments and constraints.

Manual assessment method

Map upstream decisions, downstream decisions, affected systems, owners, policies, and workflows for a critical decision.

Lapemo calculation path

Supported by parent-child decision links and downstream entity references when decision lineage is captured.

Interpretation Bands

Healthy

Low and declining

Gaps are being removed on cadence.

Watch

Flat

The operating model is not improving.

Risk

Rising

Debt is accumulating faster than teams are resolving it.

Critical

Concentrated in critical work

Escalate for owner action.

Required inputs

  • Decision record
  • Upstream/downstream links
  • Affected systems
  • Policies
  • Owners

Data sources

  • Decision log
  • Architecture map
  • Control map
  • Platform inventory

Common pitfalls

  • Treating high dependency as bad by default
  • Missing downstream operational effects

Recommended actions

  • Map sequencing
  • Assign dependency owners
  • Review downstream impacts

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.