AI Is Coming for Tour Routing. Load Planning Is the Other Half.

AI is about to reshape how tours get routed and scheduled — but routing only optimizes the map. The real savings live in the trucks. Why load planning is the other half of smarter touring.

Michael Keith Lewis
Michael Keith Lewis
AI Is Coming for Tour Routing. Load Planning Is the Other Half.

At Production Live 2026, a room full of touring veterans spent a whole session circling the same idea: AI is about to reshape how tours get routed. Smarter city sequencing, smarter vehicle scheduling, tighter tour comms, fewer dead miles between markets. It is a real shift, and honestly it is overdue.

But routing is only half the equation. The other half is what physically goes in the trucks, and that half does not get a panel.

Routing optimizes the map. Packing optimizes the truck.

Routing answers a question about geography: what order do we hit these cities, and how do the trucks move between them? It is the part everyone can picture, and the part AI is genuinely good at, chewing through thousands of routing permutations to find the one that shaves a deadhead leg or saves a hotel night.

Packing answers a different question entirely: how much gear actually fits, and how few trucks do we really need to move it? A flawless route still bleeds money if you are rolling a half-empty 53-footer to the next market.

Why the truck count is the number that bites

Here is the part that makes this urgent right now: trucks have never been more expensive to put on the road. Truckload spot rates hit an all-time record of $3.83 a mile in early June 2026, running 20 to 25 percent above last year, with capacity still tightening as carriers exit and brokers vet harder.

In that market, an extra trailer is not a rounding error. It is the difference between a routing plan that pencils out and one that quietly eats the margin everyone worked to protect. Routing can hand you the perfect sequence of cities, but if your load plan is guesswork, you will over-book trailers "just in case", and you will pay record rates for the privilege of moving air.

The two halves are actually a loop

This is the piece the AI-routing conversation keeps missing: routing and packing feed each other.

A smart route says you need three trucks at the venue by 6 a.m. But how you arrived at "three" came from the load plan. Shrink the truck count with a tighter pack, and you have just changed the routing problem: fewer vehicles to schedule, fewer drivers to sequence, fewer dock slots to coordinate. Optimize one in isolation and you leave money on the table in the other.

What "the other half" looks like on the dock

You do not need an algorithm for the routing half to take packing seriously. Three habits do most of the work:

  • Know your true cube before you book trucks. Decide how many trailers you need from a real measurement of the load, not from how many you booked last tour.
  • Pack to a plan, not to muscle memory. A load plan a stranger can reproduce at 2 a.m. is worth more than the one genius who "knows how it goes" and is not there tonight.
  • Treat truck count as a variable, not a constant. It is the single biggest line you can actually move, so optimize it on purpose.

This is exactly the gap a 3D load plan closes: instead of guessing, you see the real number, how the cases stack, which trailer they belong in, and whether truck four was ever necessary.

The takeaway

AI routing is going to make tours smarter on the map, and that is worth being excited about. But the savings do not show up on the map. They show up on the dock, in how full each truck rolls out. The productions that pair smarter routing with disciplined load planning are the ones that will actually bank the efficiency everyone at Production Live was talking about. The other half is where the money is.