🚚 Field Case Study ← Erfan Group · overview
Field Case Study · Enterprise Fleet · 150+ vehicles

Erfan Group: finding the leaks in a 150-vehicle fleet — and the plan to recover them.

We spent time on the ground at Erfan Group's factory and transport yard, sat with the people who run the fleet, and traced where value quietly escapes a large operation every single day. This is what we found — the real problems, the estimated cost, and the plan to close them.

0Vehicles · mixed fleet
On-siteAssessed at the factory
0Core leak zones
0Est. recoverable in year 1
01 · The situation

A big fleet running on trust, not on record.

Erfan Group moves goods across the country with a mixed fleet of heavy trucks, covered vans and light vehicles, served by an in-house garage and store. The operation works — but almost none of it is measured. Fuel is logged on paper, trips live in a dispatcher's head, and the garage runs without job cards. In a fleet this size, "unmeasured" and "leaking" are the same thing.

During the on-site visit we walked the yard, the fuel point and the garage, and talked through a normal day with the transport team. The pattern was consistent: the business has grown faster than its controls. Every leak below is something the team already suspected — none of it was a surprise to them. What was missing was a way to see it, size it, and stop it.

A note on the numbers. Erfan Group does not currently capture the data needed to state exact losses — that is part of the problem. The figures in this case study are estimates, modeled from the fleet size and the patterns observed on-site against industry-typical leakage rates. They are directional, meant to size the opportunity — not audited results. Once the system runs for a full cycle, every number here is replaced by the client's real data.
02 · What's leaking

Three zones quietly draining the operation.

Fuel, driver & vehicle time, and the garage. Tap a zone to see how the leak works, the warning signs we saw on-site, and what closes it.

⛽ Fuel theft & loss

Estimated leak · ~12–18% of annual fuel spend

How the leak works

  • Tank siphoning between trips and overnight
  • Inflated fuel slips & collusion at the pump
  • Private runs paid for with company fuel
  • Odometer / trip-sheet manipulation to hide it

Warning signs we saw

  • Fuel logged only on paper, no per-vehicle km/litre
  • The same "average mileage" assumed for every truck
  • Fuel issued by volume, not tied to distance
  • No one owns fuel efficiency as a number
The mechanism: without tying litres issued to the distance actually driven (from GPS), there is no denominator — so any amount of fuel looks normal. The fix is a real km/litre baseline per vehicle, with outliers flagged automatically.

⏱️ Driver & vehicle downtime

Estimated idle / under-use · ~30–40% of available capacity

How the leak works

  • Long turnaround waiting at loading points
  • Idle vehicles logged as "on duty"
  • Empty return legs nobody plans against
  • Unplanned routing & overlapping trips

Warning signs we saw

  • The dispatcher's memory is the system
  • No trips-per-vehicle-per-day metric anywhere
  • Trucks parked but drawing driver pay
  • Utilization is nobody's KPI
The mechanism: utilization is the real driver of fleet ROI. A truck doing 2 trips a day that could do 3 is a hidden 33% loss on a very expensive asset — invisible until trips-per-vehicle is measured.

🛠️ Garage & parts

Estimated avoidable spend · ~15–20% of maintenance cost

How the leak works

  • Repairs done with no job card — parts & labour untracked
  • Spare parts issued without a vehicle attached
  • Repeat repairs, zero preventive plan
  • External garage bills paid unverified

Warning signs we saw

  • Store with no SKU or QR — stock is a guess
  • Mechanics paid by presence, not by job
  • Parts "used" that never reach a vehicle
  • No maintenance history per vehicle
The mechanism: without a job card that becomes the invoice, parts and labour can never be reconciled — so a part billed and a part fitted are impossible to tell apart. QR issue-against-job closes the gap.
03 · The loss ledger

Sizing the annual leakage.

A directional estimate for Erfan's 150-vehicle mixed fleet, built from the zones above. Ranges, not false precision — the point is the order of magnitude, and it is large.

Fuel & CNG
৳0.9–1.3 cr
Vehicle & driver downtime
৳0.6–0.9 cr
Garage, parts & repairs
৳0.4–0.55 cr
Compliance & grounding
৳0.08–0.12 cr
Tyre, accident & misc
৳0.15–0.25 cr
Leak zoneWhat drives itEst. annual exposure
Fuel & CNGSiphoning, inflated slips, private runs, no efficiency baseline৳0.9 – 1.3 cr
Vehicle & driver downtimeUnder-utilization, idle-on-duty, empty return legs (opportunity cost)৳0.6 – 0.9 cr
Garage, parts & repairsUntracked job work, pilferage, repeat & emergency repairs৳0.4 – 0.55 cr
Compliance & groundingMissed fitness/tax/permit renewals → fines & idle vehicles৳0.08 – 0.12 cr
Tyre, accident & miscUntracked tyre life, accident cost, scrap value lost৳0.15 – 0.25 cr
Estimated total annual leakage exposure~৳2.1 – 3.1 cr
04 · Estimate your own fleet

How much is your fleet leaking?

Every fleet is different — so put in your own numbers. Set your fleet size and average monthly fuel per vehicle, switch on the problems you recognise, and see the estimated annual leakage and what's recoverable. Move the sliders.

🧮 Fleet leakage calculator

A directional estimate, using the same industry-typical rates as this case study. Not a quote — a way to size the opportunity.

Fuel logged on paper, no km/L baselineFuel theft & efficiency loss
No GPS / utilization trackingDriver & vehicle downtime
Garage runs without job cardsParts & repair leakage
Estimated annual leakage
৳2.62 cr
Recoverable in year 1 (~50%)
৳1.31 cr
Annual fuel spend৳8.10 cr
Leakage as % of fuel32%

Estimate only — fuel leak ≈ 15% of fuel spend · garage ≈ 18% of maintenance (maintenance modeled at 35% of fuel) · downtime ≈ 11% of fuel spend. Replace with your real figures for an exact picture.

05 · The opportunity

Most of it is recoverable — because most of it is control, not spend.

Leakage is different from cost. You can't wish away the price of diesel, but you can recover what leaks around it. The bulk of the exposure comes from missing controls — which is exactly what the system installs.

Estimated annual leakage
~৳2.5 cr

Mid-point of the exposure range — the value quietly escaping today across fuel, time, garage and compliance.

Targeted year-1 recovery
~৳1.0–1.4 cr

A realistic 40–55% of controllable leakage, recovered as the controls come online. Conservative by design; it compounds after year 1.

06 · The recovery plan

Five levers, built on our VMS.

Each lever turns an invisible, trust-based process into a measured, owned one. Tap to expand.

1

Fuel control & efficiency baseline

Every fill logged per vehicle and driver, measured against GPS distance — not a paper slip. Km/litre becomes a real, tracked number, and any vehicle that drops out of band is flagged automatically.

Targets the single biggest leak
2

GPS tracking & utilization

Live tracking, geofencing and trips-per-vehicle metrics turn "downtime" into a managed number. Off-route and after-hours movement becomes visible; idle-on-duty stops being free.

Recovers vehicle & driver time
3

Digital garage & QR store

No repair without a job card; no part issued without a QR scan against that job. Labour, parts and cost live on one record — so the garage stops being a black box and pilferage loses its cover.

Closes garage & parts leakage
4

Preventive maintenance & compliance

Date/mileage service schedules cut breakdown-driven emergency spend, while tax, fitness, permit and insurance carry staged renewal alerts — so no vehicle is ever grounded on an expired paper.

Kills avoidable downtime & fines
5

Management dashboard & accountability

Daily/weekly/monthly reports put fuel, utilization, garage cost and compliance in front of management on a schedule — each number owned by someone. Leakage stops being a suspicion and becomes a line item.

Makes the recovery stick
07 · Recovery over time

The leak shrinks as the controls come online.

Illustrative: recovery builds phase by phase as each control lands. The striped portion is leakage still open; the solid green is recovered. By the end of the rollout, most controllable leakage is closed.

Recovered Leakage still open
10%
Start
30%
Phase 1 · Fuel
48%
Phase 2 · Garage
62%
Phase 3 · Tracking
72%
Phase 4 · Dashboard
08 · Rollout

Biggest leaks first.

Sequenced so the highest-value controls come online early and start paying for the whole project.

Phase 1

Foundation & fuel

Vehicle/driver masters, fuel logging & efficiency baseline, compliance alerts, notification engine.

Phase 2

Garage & store

Job cards, QR spare-parts store, preventive schedules — close the maintenance & parts leak.

Phase 3

Tracking & utilization

GPS/VTS, geofence, trips-per-vehicle, roster & driver duty — recover downtime.

Phase 4

Dashboard & scale

Management reports, KPIs, and tuning — lock in the recovery and make it permanent.

09 · The management view

What Erfan's leadership sees after go-live.

The whole point is a single, honest picture of the fleet — refreshed automatically, owned by name.

km/LFuel efficiency per vehicle & driver, vs baseline
Trips/vehUtilization & downtime, tracked daily
৳/jobTrue garage cost per vehicle, from job cards
0 lapsesCompliance & renewals, never missed
A fleet doesn't lose money in one big place — it leaks in a hundred small ones. You can't manage what you can't see. This system's real product isn't tracking; it's a transport operation that can prove where every taka went.
10 · How I assess any fleet

The Erfan engagement is a repeatable method.

The same five steps work on any fleet — FMCG distribution, manufacturing, logistics or construction. It's how I turn a vague "we think we're losing money" into a sized, defensible plan.

1

Go on-site

Walk the yard, fuel point and garage; watch a real day of operations.

2

Map the leaks

Trace where value leaves without a record — fuel, time, parts, compliance.

3

Size it honestly

Estimate exposure as a range from fleet size & observed patterns.

4

Design the controls

Map each leak to a VMS module that captures, ties, reconciles & alerts.

5

Sequence recovery

Roll out biggest-leak-first so the project pays for itself early.

Why this matters beyond Erfan

The same leaks live in every large fleet.

Fuel, time and the garage drain FMCG distributors, manufacturers, logistics operators and construction fleets alike. The Erfan engagement is the template: go on-site, size the leakage honestly, and install the controls that recover it — on a proven VMS core, so the risky groundwork is already done.

Think your fleet is leaking?

It almost certainly is — the only question is how much. The first step is letting me come and measure it.

Assess my fleet →
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