shuttle dispatch manifest building

Shuttle Dispatch Software: How Manifest Building and Route Batching Actually Work

12 min read Β· Updated September 8, 2026

Shuttle dispatch software builds a manifest by grouping bookings that share a time window, a direction and a vehicle's capacity, then sequencing the stops to minimise total detour. Route batching is that grouping decision run continuously as bookings arrive, flights move and passengers no-show.

What a manifest actually contains

A usable manifest is not a passenger list. It is the operational contract for one vehicle movement.

  • Vehicle, driver and departure time window
  • Ordered stop sequence with per-stop passenger counts
  • Per-passenger flight number, bag count and accessibility needs
  • Terminal or door-level pickup instructions
  • Boarding state per passenger: expected, boarded, no-show
  • A live seats-remaining figure that the booking widget respects

The constraints a batching algorithm optimises

Batching is a constrained assignment problem, not magic. The system tries to place each new booking into an existing run without violating any hard constraint, and creates a new run only when it cannot. The hard constraints are capacity, the passenger's promised time window, direction of travel and driver hours; the soft objective is minimising added detour per additional passenger.

A practical rule most operators end up with: never add a passenger whose pickup adds more than about 20% to the run's total duration, even if a seat is free. Beyond that, the passengers already on board start complaining, and complaints cost more than the marginal fare.

Re-batching when reality changes

Between booking and departure, flights slip, passengers cancel and drivers call in sick. Re-batching re-runs the assignment for affected runs only, moves the delayed passenger to a later manifest, releases the seat back to inventory, and notifies everyone whose pickup time changed. Ask any vendor to demonstrate exactly this on a live run β€” it is the single most revealing thing in a dispatch demo.

Dispatch platforms compared

Prices below are the vendors' own publicly listed figures, checked in September 2026. Vendors change plans without notice β€” verify on their site before you sign anything.

Dispatch platforms compared
PlatformManifest buildingAutomatic re-batchingPriceBest for
Shuttle.SoftwareNative per-seat manifestsOn flight delay and cancellation$99–$349/mo flat, $299 setup1–30 vehicle shared-ride operators
Hudson HGTSDeepest pooling logicYesEnterprise quoteLarge multi-market networks
GSMtasksTask-based routesRoute optimisation, not seat inventoryPer-user monthlyDelivery-style dispatch and route planning
MoovsJob-basedManualShuttle tiers near $299/moMixed chauffeur and shuttle fleets
Limo AnywhereJob-basedManualFrom about $89/mo plus add-onsChauffeur dispatch

The four numbers that tell you dispatch is working

Load factor per run above 65%, added detour per extra passenger under 20%, on-time departure above 92%, and no-show rate under 5%. Track them weekly per route. If load factor is high and on-time is falling, your batching windows are too wide; if on-time is perfect and load factor is 40%, they are too narrow.

Frequently asked questions

What is a shuttle manifest?

The operational record for one vehicle movement: driver, vehicle, departure window, ordered stop sequence, per-passenger details including flight numbers and bags, and live boarding state.

How does route batching work?

Each new booking is tested against existing runs for capacity, time window, direction and driver hours. It joins the run that adds the least detour, and a new run is created only when no existing run can take it.

What happens when a flight is delayed?

The system re-batches: the delayed passenger moves to a later manifest, the seat returns to inventory, the original run departs on time and everyone affected is notified automatically.

How much detour is acceptable?

Most operators cap added detour at about 20% of total run duration per additional passenger, because complaints from boarded passengers cost more than the marginal fare.

Is dispatch software the same as route optimisation?

No. Route optimisation tools such as GSMtasks sequence stops well but have no seat inventory or reservation logic, so they cannot prevent a double-sold run.

What load factor should I target?

Above 65% per run on established corridors. Below 50% consistently, either the departure frequency is too high or the batching windows are too narrow.

Do drivers need a separate app?

They need the manifest on a phone with navigation handoff, QR boarding and no-show marking that works offline in a car park. Anything less and the office ends up on the phone.

Ready to move?

Shuttle.Software is $99/mo flat with a one-time $299 setup and 0% booking commission β€” live in 3–5 working days.

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