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Predict.ai

Supply chain & logistics

Shipment volume forecasting

Forecast inbound and outbound volume by lane, facility, customer, and mode before capacity is committed.

Sound familiar?

  • Capacity bought at spot prices because volume showed up unannounced
  • Docks overwhelmed on peak days and idle the rest of the week
  • Promotions that hit the network before anyone told logistics
Target: ShipmentsHorizon: 1–12 weeks

Shipments

shipments / day · Live forecast

Updated
9.5K3KHISTORYFORECASTBooked capacityDaily1–12 weeks ahead
Median forecast with uncertainty band

Driver

Orders

Driver

Bookings

Driver

Customer schedules

Forecast horizon

1–12 weeks

Refresh cadence

Daily

Built for

Transportation planning · Network operations

What you can predict

One forecast can answer several operational questions.

Bring together orders, bookings, customer schedules, promotions, calendar effects, and network constraints to anticipate volume across the logistics network.

01

Shipment count by lane

02

Weight and cube

03

Facility throughput

04

Mode and carrier demand

Questions teams need answered

  • Where will volume exceed booked capacity?
  • Which lanes need extra coverage?
  • How will a promotion affect the network?
  • What is the likely peak-day range?

Data that can improve the forecast

OrdersBookingsCustomer schedulesPromotionsCalendarPort congestion

Start with the history you already have. Add internal or external drivers only when backtesting shows that they improve the forecast on held-out periods.

What-if planning

Test a change before committing to it.

Compare a proposed change with the current baseline. See the expected direction, timing, range, and the assumptions behind the result.

A port closes for three days

Show displaced volume and recovery time

Shift volume to another carrier

Compare capacity risk across lanes

Shipments

shipments / day · Scenario comparison

Updated

What if

A port closes for three days?

9.5K3KHISTORYFORECASTBooked capacityDaily1–12 weeks ahead
BaselinePort closure
Crosses booked capacity

Driver

Orders

Driver

Bookings

Driver

Customer schedules

From forecast to action

Keep the people making the decision in the loop.

01 · MONITOR

Forecast continuously

Refresh shipments on a daily cadence as new data arrives.

02 · NOTIFY

Alert on meaningful changes

  • Forecast exceeds lane capacity
  • Facility throughput approaches its limit

03 · DECIDE

Put the result to work

Carrier procurementDock schedulingLabor planningMode selection

Build a shipment volumes forecast with your data.

Start with sample data, connect your own history, or talk with us about your target, horizon, and production requirements.