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Production OS Sensor: Maintenance Load (Canonical)

Maintenance Load measures the cost of keeping existing systems working.

Maintenance is not optional.

Deferred maintenance is debt.

Maintenance debt compounds into CDI and constraint tightening.

What This Sensor Measures

Maintenance Load measures:

Maintenance backlog size
Backlog growth rate
Budget share required for maintenance
Frequency of breakdowns from neglected upkeep
Repair cost inflation over time

How to Read This Sensor

Healthy signal

Backlog is controlled or shrinking
Maintenance costs are predictable
Breakdowns are rare
The system upgrades while maintaining
Repair costs do not spiral

Danger signal

Backlog grows faster than repair capacity
Breakdowns become frequent
Costs rise sharply over time
The system is forced into emergency fixes
Maintenance crowds out improvement

Thresholds

Level 1: Controlled maintenance

Backlog stable, predictable costs

Level 2: Mild backlog

Some buildup, still manageable

Level 3: Rising backlog

Breakdowns increase, costs rise

Level 4: Maintenance crisis

Emergency fixes dominate, decay compounds

Level 5: Maintenance collapse

Systems fail faster than repair, brittleness accelerates

Minimum Viable Test

Track 3 months:

Is the backlog shrinking, flat, or growing?

If backlog grows while repairs remain constant, maintenance load is binding.

Repair Actions

Ring-fence maintenance funding
Reduce leakage and rework
https://edukatesg.com/governance-sensor-leakage/

Increase repair capacity
https://edukatesg.com/planet-sensor-repair-capacity/

Reduce recurrence of breakdown causes
https://edukatesg.com/planet-sensor-recurrence/

Links

Production OS Sensors Directory
https://edukatesg.com/production-os-sensors/

Civilisation Sensor: CDI Index
https://edukatesg.com/civilisation-sensor-cdi/

Canonical Statement

Maintenance Load measures decay pressure. If maintenance debt rises faster than repair, the system drifts into brittleness even when output looks stable.