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Case StudyJanuary 13, 2026 3 min read

Cleaning a 12,000 m² Airport Concourse in a 4-Hour Overnight Window

A composite case study: sizing a PUDU MT1 Max fleet to clear a regional terminal concourse between the last arrival and the first departure — and a 16-month payback.

By WhichBot Team

PUDU MT1 Max large industrial autonomous dry sweeper

Illustrative scenario.This case study is a composite built from real industry benchmarks and our Fleet & ROI engine, not a specific named customer. Figures are representative, not a guarantee.

An airport terminal has the hardest cleaning constraint in the business: a large open floor and almost no time. Between the last arrival and the first departure sits a ~4-hour window, and a 12,000 m² regional concourse has to be clear of dust and debris by the time the first passengers walk in. We sized the fleet through the Fleet & ROI Planner — and the answer was about throughput, not floor area.

12,000 m²
Concourse cleared / night
inside the window
4-hour
Overnight window
last arrival → first departure
3 units
PUDU MT1 Max fleet
fleet-measured sizing
16 mo
Fleet payback
~A$125k upfront

The brief

The concourse never really closes — it just goes quiet. Cleaning had to finish before the first check-in staff arrived, cover a floor that mixes polished stone and vinyl, and stay reliably clear of overnight retail restock and maintenance crews.

  • ~12,000 m² of cleanable hard floor across check-in, gates and transit corridors
  • A hard 4-hour window, non-negotiable — a delayed finish is a delayed opening
  • Long sight-lines (great for autonomy) but constant furniture and stanchion changes
  • Must dock and empty the debris hopper without eating the window

The deciding number: throughput vs. window

Sizing must use real coverage, not the spec sheet. PUDU publishes a fleet-measured figure for the MT1 Max of ~1,270 m²/h (against a ~2,200 m²/h cover-mode spec) — so three units deliver ~3,800 m²/h effective and clear the concourse well inside four hours:

Hours to clear the 12,000 m² concourse by fleet size
2 units4.7 hours3 units3.1 hours4 units2.4 hours

The overnight window is 4 hours. Two units miss it once you add docking and hopper emptying; three clear it with margin — so three is the right fleet, not the cheapest.

Where the fleet cleaned mattered as much as how fast. Mapping the concourse by zone showed the transit corridors — always the last to get a manual pass — were where audits slipped:

Concourse coverage by zone
Check-in hall99% coveredCentral atrium98% coveredGate lounges97% coveredRetail spine96% coveredTransit corridors94% coveredArrivals hall97% coveredDocks (zone centroids)

Docks placed at zone centroids — not in one back corner — cut dead travel time and kept every zone inside the window.

The shortlist

Prices are indicative Australian retail, ex-GST. The PUDU MT1 Max won on throughput-per-dollar; the Gausium Scrubber 75 is a capable ride-on but costs several times more per unit.

ModelReal coverageIndicative priceBest fit
PUDU MT1 Max~1,270 m²/h~A$39,200Large concourse, best value
Gausium Scrubber 75~700–1,400 m²/h~A$131,000Big ride-on, premium price
PUDU CC1~490 m²/h~A$30,100Too small — needs too many units

The money

Three MT1 Max units plus mapping came to ~A$125,000 upfront, displacing the bulk of two overnight cleaning roles for a net ~A$8,000/month:

Cumulative net savings vs. upfront cost
-$125k$19k$163kbreak-even0mo12mo24mo36mo

Break-even at ~15.6 months on a $125,000 upfront outlay saving $8,000/month.

The payback model counts labour. It doesn't count the cost of a late opening — which is the number an airport actually loses sleep over, and the reason a fleet that reliably beats the window is worth more than the one that barely fits.

Would it work for your terminal?

Frequently asked questions

How do you clean an airport terminal overnight?
You size a fleet to the window, not the floor. In this composite a 12,000 m² regional concourse had a ~4-hour gap between the last arrival and the first departure; three PUDU MT1 Max units cleared it with time to spare, running fixed routes zone by zone.
How many autonomous sweepers does a terminal concourse need?
Enough combined throughput to beat the window. At ~1,270 m²/h fleet-measured each, three PUDU MT1 Max units clear about 12,000 m² inside the 4-hour overnight window with margin for docking and hopper emptying.
What is the payback on cleaning robots for an airport?
About 16 months in this scenario: ~A$125,000 upfront for a three-unit fleet plus mapping, against ~A$8,000 a month in displaced overnight labour.
Why not use a smaller fleet to save money?
A fleet that misses the window leaves dirty zones and forces manual top-up labour, which erases the saving. The cheapest fleet that reliably beats the window — here three units — has the best payback, not the fewest machines.
#airport#transit#sweeper#roi#case-study#pudu

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