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AI Last-mile delivery dispatch & ETA optimization

The ETA that's actually still true when the customer checks it.

Aschhigo assigns the right rider to every order automatically, recalculates ETAs continuously against live traffic and load conditions, and reroutes the moment something changes, so your promised delivery time stays honest.

LIVE
Road blockedPickupCustomer
Live ETA
22min
On schedule
Route blocked - rider rerouted - ETA updated: 14 min → 18 min
Built for own-fleet delivery in Quick commerce Grocery Pharmacy Parcel & courier B2B distribution
The problem

Most delivery promises stop being true the moment the rider leaves.

Follow one ordinary order through a typical manual dispatch desk and the drift is easy to see.

At order time

Manual assignment slows every order down.

A dispatcher scans a list, picks a rider who looks free and moves on. Better-placed riders sit idle while the order waits in queue.

At pickup

The ETA is set once and never revisited.

The customer is promised a number based on distance alone. Traffic, stacked orders and the rider's current load are not in the calculation.

On the road

One blocked road throws off promises for hours.

A closure ahead delays this rider, the next pickup, and every order queued behind them. The customer screen keeps showing the old time.

How Aschhigo works

One continuous loop, running for every order.

Nothing is calculated once and left alone. Each step feeds the next, all day.

1

Assign

Each new order goes to the best-positioned available rider automatically.

2

Predict

ETAs come from live traffic, distance and current rider load, not fixed estimates.

3

Reroute

When conditions change mid-delivery, the route and the ETA update on their own.

4

Report

Track on-time performance and delay causes across your entire fleet.

What the AI actually does

Three decisions, made continuously, inside your own fleet.

  • Assigns incoming orders to riders based on live position, current load and route efficiency.
  • Predicts delivery ETAs from real-time conditions and keeps updating them until the drop.
  • Detects route obstructions and recalculates the best available path before the rider reaches them.
Decision trace · Order 4821
AssignmentR-07 chosen over R-03 (at capacity) and R-09 (2.2 km away)Assigned
PredictionETA 22 min from live traffic plus one stacked drop on the wayOn time
ObstructionClosure reported on the planned road, 900 m ahead of riderAt risk
RerouteAlternate path locked, customer ETA refreshed to 18 minRecovered

What it does not do

Aschhigo is a single-fleet dispatch tool, not a marketplace matching independent couriers to multiple businesses. It works entirely within your own fleet and never connects your riders to external delivery requests.

Automatic

Order assignment based on live rider position and current load.

Continuous

ETA recalculation for the whole trip, not a fixed pickup-time estimate.

Auto-rerouted

Delivery paths that change on their own when conditions change mid-route.

Estimate your on-time improvement

Two numbers about your fleet. One honest estimate.

40
5500
900
5020,000
Illustrative on-time lift
+11.2pts
Deliveries per rider, per day22.5
Deliveries that could move from late to on time, daily~101
Orders assigned without a dispatcher, daily900

This is an illustrative estimate based on typical dispatch patterns, not a live analysis of your fleet. Connect your fleet data for your actual numbers.

Get a dispatch demo
Next on the board

Your fleet is the next dispatch.

Connect your riders and order feed, and every delivery promise you make starts correcting itself the moment the road changes.

OrderStatusETA
Grocery basket, Sector 4On time06 min
Pharmacy refill, Link RoadRerouted18 min
Parcel batch of 3, Hub EastAssigned24 min
Your fleetReady to dispatch