Challenger automates load planning, gives Optimal Dynamics Canadian market entry

Zahi Mitri knew there had to be a better way. The vice president of innovation and technology at Challenger Motor Freight was frustrated that the company was still planning loads […]

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Interesting how this can be implemented. No more human factoring with driver favoritism or using time or geography alone to make decisions.
 
We've been doing something extremely similar, yet far more advanced and detailed it seems for LTL and TL. the "computer" assigns, dispatches orders, routing, ensuring that all conditions required are met. Etas are updated automatically, if a driver is delayed, the system automatically re-balances load planning ensure that we aren't making an order late by leaving it dispatched to a certain driver that will not meet one of the order constraints. If a driver is ahead of schedule the system will find additional work to slot in to fill the drivers time between loads. Keep in mind we are a point to point carrier, freight does not originate or terminate at our term./whse.

Factors in a dozens of changing and static data points such as, weather, currently and historical road speed, routing, truck sizing, freight sizing, liftgates, inside delivery, hand bomb, dollies, helpers, total freight already onboard the truck, shipper ready times, shipper closing times, consignee closing times, delivery by times amond MANY other variables. This automated system runs essentially all the time throughout the day.

We basically don't even have a human pressing mouse button a dispatch order to said driver button anymore. Humans are just watching screens and metrics making sure the computer is doing it right.

We are quite proud of the above, and our drivers are HUGE fans of the solution. Daily driver km's reduced, more $$$ for driver, less fuel, more efficient routing and timing, and drivers can be confident that any order dispatched to them is well within their handling capabilities. It also ensures that addresses are valid, thus reducing the wasting of drivers time.

All of the above results in a customer that is satisfied with every transaction.

**hooting own horn done**
 
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We've been doing something extremely similar, yet far more advanced and detailed it seems for LTL and TL. the "computer" assigns, dispatches orders, routing, ensuring that all conditions required are met. Etas are updated automatically, if a driver is delayed, the system automatically re-balances load planning ensure that we aren't making an order late by leaving it dispatched to a certain driver that will not meet one of the order constraints. If a driver is ahead of schedule the system will find additional work to slot in to fill the drivers time between loads. Keep in mind we are a point to point carrier, freight does not originate or terminate at our term./whse.

Factors in a dozens of changing and static data points such as, weather, currently and historical road speed, routing, truck sizing, freight sizing, liftgates, inside delivery, hand bomb, dollies, helpers, total freight already onboard the truck, shipper ready times, shipper closing times, consignee closing times, delivery by times amond MANY other variables. This automated system runs essentially all the time throughout the day.

We basically don't even have a human pressing mouse button a dispatch order to said driver button anymore. Humans are just watching screens and metrics making sure the computer is doing it right.

We are quite proud of the above, and our drivers are HUGE fans of the solution. Daily driver km's reduced, more $$$ for driver, less fuel, more efficient routing and timing, and drivers can be confident that any order dispatched to them is well within their handling capabilities. It also ensures that addresses are valid, thus reducing the wasting of drivers time.

All of the above results in a customer that is satisfied with every transaction.

**hooting own horn done**
Impressive. I was with the Old Laidlaw group when we centralized dispatch, transforming over from big sheets of paper to more of a terminal pre-plan dispatch (ya, I'm old). It was hard to wean people off the old style, still using reference books with highlight pens, not trusting the new technology lol.
 
Impressive. I was with the Old Laidlaw group when we centralized dispatch, transforming over from big sheets of paper to more of a terminal pre-plan dispatch (ya, I'm old). It was hard to wean people off the old style, still using reference books with highlight pens, not trusting the new technology lol.
Thanks Dave. It's a damn impressive system to be honest. 100% built in house.

Phase/Stage 2 is predicting where and when today's or any future day(s) orders will come in.... (already well into the testing phase), specifically trained and modelled AI, using a few standalone libraries such as CatBoost, LightGBM, and XGBoost.

I don't want to spill all the secrets, but the surface isn't even scratched yet....

green = predicted properly the next order pickup location within 15 mins of actual time, and within 100m of actual orders lat/long for pickup. Predictions done the day prior

red: can't share this info.

1764864046030.png


Its bleeding edge tech like this that keeps us ahead of others, and allows us to run a truly optimized fleet. For instance no more telling a driver to hold in an area without knowing whats coming down the pipe.... also helps predict afternoon routing in the morning, when we know what's coming in order wise in the next 6 hours for instance..... truly amazing considerings its all on-demand client driven order booking.
 
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Thanks Dave. It's a damn impressive system to be honest. 100% built in house.

Phase/Stage 2 is predicting where and when today's or any future day(s) orders will come in.... (already well into the testing phase), specifically trained and modelled AI, using a few standalone libraries such as CatBoost, LightGBM, and XGBoost.

I don't want to spill all the secrets, but the surface isn't even scratched yet....

green = predicted properly the next order pickup location within 15 mins of actual time, and within 100m of actual orders lat/long for pickup. Predictions done the day prior

red: can't share this info.

View attachment 3432


Its bleeding edge tech like this that keeps us ahead of others, and allows us to run a truly optimized fleet. For instance no more telling a driver to hold in an area without knowing whats coming down the pipe.... also helps predict afternoon routing in the morning, when we know what's coming in order wise in the next 6 hours for instance..... truly amazing considerings its all on-demand client driven order booking.
Glad to see this. I see services like Amazon now getting right to the minute on some of their carriers deliveries. If they can do it with packages the industry should be able to do it with skids etc.
 
Glad to see this. I see services like Amazon now getting right to the minute on some of their carriers deliveries. If they can do it with packages the industry should be able to do it with skids etc.
hint: its already being done by A&B for skids. hence why you carriers and brokers on InsideTransport like to use us for P&D work. :)
 
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