Tractor Supply is scaling an in-house last-mile network (store-based hubs, a private fleet, AI-built routes) from about 200 hubs to 375 by year-end, betting it can profitably do the delivery work carriers won't touch: low-density rural territory, Supply Chain Dive reported from Home Delivery World.
How it works: the model splits the job three ways. AI handles the routing math and delivery-time prediction for high-variability rural loads: feed, fencing panels, shavings. Territory managers, not drivers, build the routes and run the operation "like a dispatch office." Drivers own the customer relationship. "We don't want them focused on all the metrics," VP of Final Mile Kyle Langley said. "That's why we've got field leadership."
By the numbers:
375 hubs targeted by year-end, with 176 added in 2026 alone
1,200-plus stores and more than 15 million customers in delivery range
Millions of dollars a year in freight savings, per the company
Double-digit delivery volume growth in Q1, feeding 20%-plus digital growth
CEO Hal Lawton has told investors the buildout "is kind of self-funding itself as it goes."
What's driving volume: delivery capacity is creating demand, not just serving it.
"We'll go put a final-mile delivery hub in and all of a sudden, we'll see 250 bags of shavings get ordered, stacks of 16-foot fence panels," chief supply chain officer Colin Yankee said on the Q1 call - big, bulky orders customers previously had to haul themselves.
Step back: Home Depot, Amazon, Target, and Walmart are all pulling last mile in-house, but they're building for density.
Tractor Supply built for where the economics break - rural delivery costs far more per package than urban, and third-party carrier infrastructure mostly doesn't exist out there.
Advance Auto Parts ran the opposite experiment, leaning on a flexible courier network after its own drivers couldn't keep pace.
What it points to: the labor split is the transferable part of this model.
Route intelligence goes to software; dispatch stays with field managers who know the territory; drivers own the customer relationship. The store footprint becomes the delivery network rather than a separate one being built alongside it.
Dig deeper:
Advance Auto Parts' courier-network approach - the contrast case
