CONSTRUCTED EXAMPLE
Completed example: Internal benefits eligibility agent
A generic enterprise is measuring the records attached to agents that support benefits operations.
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Cite this framework
Sougata Roy, "Governance Debt", Version 1.2, May 2026, https://sougataroy.com/frameworks/governance-debt
Constructed working artifact
Governance Debt: evidence-based placement
This scenario is constructed for explanation. It is not a real organization and is not drawn from an engagement.
EVIDENCE PATH
From evidence to next action
At-a-glance index. Open any card marked “Read the detail” to see its supporting explanation.
Assessment
Placement
Read the detail
Governance debt is measurable
Support
Evidence
Read the detail
Twenty agents are active and twelve have complete authorization records, producing a visible gap of eight records.
Open issue
Remaining gap
Read the detail
The debt ratio cannot yet be trended because review dates are missing for several records.
Follow-through
Next action
Read the detail
Complete the eight missing records and add a review cadence to every active record.
Output
A measured ratio with a prioritized remediation queue.
How to use this page
Compare this constructed example with the primary object, then replace it with organization-specific evidence before relying on the artifact for governance or examination.