Maintenance Costs Growing but You Can't Find Why? Use Asset-Level Analytics

By Alex Rowan on November 3, 2026

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The monthly report says maintenance spend is up again, but it does not say why. Fleet totals mix twenty, fifty or five hundred machines into one number, so a few problem assets can push costs up while hiding behind the average. Asset-level analytics breaks that total down machine by machine, system by system and job by job. Within a few weeks of good records, the real drivers usually stand out clearly. This guide explains which measures to track and how to find the cause, and shows how teams see costs for every machine in HVI.

Maintenance cost analysis for HEMM, trucks and DG set fleets in India

Maintenance Costs Growing but You Can't Find Why? Use Asset-Level Analytics

Break fleet spend down to each machine, find the assets driving the increase, and make repair and replace decisions on cost per hour, not averages.

Maintenance up Rs 9.0 lakh this quarter: where the increase came from
EX-07 excavatorRs 3.6 lakh
TP-12 tipperRs 2.4 lakh
DG-03 DG setRs 1.5 lakh
Other 17 machinesRs 1.5 lakh
Illustrative figures. Three machines out of twenty drove more than 80% of the increase.

Why Fleet Totals Hide the Cause

A single cost figure for the whole fleet blurs the patterns that explain it.

Averages hide outliers

One failing machine disappears inside a fleet average.

Costs without hours

Spend means little without how much each machine worked.

No system split

Engine, hydraulic and undercarriage costs all look the same.

Repeat jobs unseen

The same repair done three times looks like three new jobs.

Measures to Track for Every Asset

A few measures per machine explain much of the cost growth. Each one needs costs and hours recorded against the asset.

MeasureHow it is worked outWhat it reveals
Maintenance cost per hourParts and labour divided by hours workedWhich machines are expensive to keep running
Cost by systemCosts grouped by engine, hydraulics, undercarriage and othersWhere on the machine the money goes
Planned versus breakdownShare of cost from scheduled work against failuresWhether maintenance is under control
Repeat repairsSame job on the same machine within a set periodFaults not fixed properly the first time
Hours between failuresHours worked divided by number of breakdownsHow reliable each machine is

Finding the Cause in Four Steps

Work from the whole fleet down to the specific job.

1

Rank machines

Sort by the cost increase this period.

2

Split by system

Find which system drives each top machine.

3

Look for repeats

Check if the same job keeps coming back.

4

Decide and act

Fix the root cause, or plan replacement.

See Maintenance Costs for Every Machine

HVI records work orders, parts and hour readings against each asset, so costs, repeat repairs and cost per hour can be seen machine by machine instead of buried in a fleet total.

Repair or Replace? Let the Numbers Decide

Asset-level costs make lifecycle decisions clearer and easier to explain to owners and finance teams.

Signs a repair still makes sense
  • Cost per hour close to similar machines
  • One-off failure, not a pattern
  • Good availability after past repairs
  • Major parts still within their expected life
Signs it may be time to replace
  • Cost per hour rising quarter after quarter
  • Repeat failures across several systems
  • Availability falling below the fleet
  • Next major repair near the machine's value

Compare each machine's cost per hour with similar machines of the same type and duty, not with the whole fleet. A dump truck and a DG set should never share a benchmark.

Asset Cost Ranking in HVI

A sample quarterly view of the machines driving cost growth.

MachineCost per hourChangeMain driverStatus
EX-03Rs 310SteadyPlanned servicesNormal
TP-12Rs 540Up 28%Repeat brake repairsFix root cause
EX-07Rs 880Up 61%Hydraulic pump and hosesReplacement review

Asset-Level Analytics FAQs

What is asset-level maintenance analytics?

It means recording and analysing maintenance costs, hours and failures for each machine, rather than only for the fleet as a whole, so the machines and systems driving cost can be identified.

How do I calculate maintenance cost per hour?

Add the parts and labour spent on a machine over a period and divide by the hours it worked in that period. For example, Rs 1,80,000 over 600 hours is Rs 300 per hour.

Why are my maintenance costs rising?

Often a small number of machines, ageing assets or repeat repairs drive much of the increase. Ranking machines by cost growth and splitting costs by system usually reveals the cause.

What data do I need to start?

Work orders with parts and labour against each machine, and regular hour meter readings. Teams that record work in HVI build this data from daily jobs.

Can this work for a large multi-site fleet?

Yes. The same measures apply to every machine, and costs can be compared by site, type and age across the fleet. Book a demo to see how HVI fits your fleet.

Find Out Exactly Where the Money Goes

Track costs and hours for every machine, rank the assets driving growth and fix root causes in HVI. Clear answers when the maintenance bill goes up.


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