Somewhere, a grocery ops director is paying three delivery providers, reading three invoices, and squinting at two orders that say “delivered” beside two customers who’d swear otherwise. She wants the name of whatever the big chains run, so she can copy it and stop thinking about delivery for a quarter.
Reasonable enough. But there’s no single vendor name to hand her.
That’s because the big chains run delivery management software: one system that holds every carrier, gig driver, and company van in one place, and sends each order to whoever can actually deliver it.
The vendor names may differ. How well the foundation performs depends entirely on what's running underneath it."
The Short Answer: Large Retailers Run Delivery Management Software
Strip the brand names off, and large retailers are buying the same thing: delivery management software, a single system that sits over every carrier and fleet and runs the retail last mile from the warehouse to the doorstep. It plans routes, picks the provider, dispatches the driver, and steps in the moment an order goes south.
That’s a category, not a product. Which is why two retailers can both swear they use delivery software and mean nothing alike.It functions as the system of record for everything that happens once goods leave the dock, and building that system from scratch is exactly what the giants chose to do.
What the Biggest Retailers Run: Networks They Built In-House
The biggest names are the exception, because they own their networks outright. Amazon Logistics moves Amazon’s packages. Walmart leans on Spark (its crowdsourced driver platform), and Costco fills roughly 85% of its U.S. ecommerce orders without handing them to anyone else.
Home Depot went the other way, buying a trucking company after pulling about 20% of its big, bulky deliveries in-house and leaving the rest to outside carriers. Even the company famous for owning its trucks still rents most of the miles.
A network like that costs billions and only pays back at Amazon-scale volume. Almost no other retailer has that math, so the rest buy the platform instead of building it and treat their own drivers as one input among many.
What Most Large Retailers Run: A Multi-Carrier Mix on One Platform
Below the giants, the typical setup is one platform running across several providers at once: DoorDash Drive and Uber Direct for on-demand, a regional delivery provider or two, national parcel for the long tail, and the company’s own fleet.
The pattern stopped being a hedge and became the standard. Walmart runs Spark alongside FedEx and UPS, and single-provider setups now read as a liability: one provider has a bad week and a whole region goes dark. Large retailers rarely settle on one method, and the ones that scale cleanly stopped trying.
The catch is obvious to anyone who’s run it: more dashboards, more invoices, more rules nobody has time to babysit. That sprawl is the real problem the platform exists to absorb, turning a dozen disconnected tools into one screen the ops lead can trust.
Three Tools Wear the “Delivery Software” Label, and Only One Fits at Scale
Delivery software gets used as a catchall, but retailers are really choosing between three different operating models. Dispatch software runs your fleet, gig marketplaces rent you capacity, and orchestration software manages both.
Large retailers that need scale and control usually land on orchestration.
- Dispatch and Route Software: These tools are built for owned fleets. They help plan routes, dispatch drivers, track ETAs, and capture proof of delivery. Yet they quickly get narrow when a retailer needs to coordinate delivery providers, couriers, and store-based fulfillment across markets.
- Gig Marketplaces: DoorDash Drive, Uber Direct, and Instacart can add delivery capacity quickly, which makes them useful for demand spikes or markets where a retailer doesn’t have driver coverage. The trade-off is control: the marketplace sits closer to the customer experience, and Instacart alone is expected to control about 65.2% of third-party U.S. grocery delivery in 2026.
- Delivery Orchestration Software: Orchestration brings in-house drivers, gig delivery providers, regional providers, and parcel partners into one system, so teams can manage delivery rules, exceptions, customer communication, and delivery analytics across every provider. That’s the better fit for retailers that need centralized control across locations without giving away the brand experience every time an order leaves the store.
How Large Retailers Decide Which Platform to Run
Large retailers choose a platform on five tests: provider neutrality, one integration, branded post-purchase, hybrid-fleet support, and automated exception recovery. The right choice is the one that protects scale without handing away control.
- Provider Neutrality: A single provider outage shouldn’t take down a region. Retailers need a platform that can flex across delivery density, demand volatility, failure cost, and SLA risk instead of tying every market to one provider.
- One Integration: Four disconnected vendors create four places for order data, routing rules, and support handoffs to break. One integration gives the retailer a cleaner operating layer across carriers, couriers, stores, and customer communication.
- Branded Post-Purchase: The customer should track the order through the retailer’s experience, not someone else’s app. That’s why branded tracking carries weight: order-status questions can reach up to 60% of support tickets at peak, and 43% of consumers won’t buy again after one poor experience.
- Hybrid-Fleet Support: Large retailers rarely run one delivery model everywhere. The platform has to show in-house drivers, third-party couriers, and delivery provider partners in one dashboard, so teams can compare performance, coverage, cost, and service levels without stitching reports together by hand.
- Automated Exception Recovery: Failed handoffs, late drivers, missing items, and missed delivery windows need fast recovery before the customer opens a ticket. A stronger platform connects exception alerts, rerouting, and 24/7 delivery support so delivery exception management becomes part of the operation instead of a postmortem.
The Platform Large Retailers Use Is Becoming One AI-Driven Layer
At enterprise scale, delivery can’t live in four tabs, three provider portals, and a support queue that only wakes up after the customer is already annoyed. The promise made at checkout has to survive store capacity, vehicle fit, driver availability, SLA windows, traffic, substitutions, failed handoffs, and everything else that shows up after dispatch.
That’s the work Burq takes on.
We give retailers one integration for their own drivers, gig delivery providers, regional and national providers, then let Pulse AI choose the best path for every order. When a driver drops, a delivery window starts slipping, or a route loses time, Pulse AI doesn’t wait for a support ticket. It reassigns, reroutes, sends the branded update, and keeps the order moving.
That’s how hybrid delivery should run. Your fleet stays in the plan. The network fills the edges. The customer sees your brand. Your team sees one system.
Burq already powers 99%+ successful deliveries, more than $500M in annual delivery volume, and 14,000+ businesses. If your delivery mix has outgrown patchwork software, let’s show you how Burq runs it.
