Quick-commerce fulfillment: how 10-min works
Ten-minute delivery looks like magic to the customer and is brutal operations underneath. It isn't faster couriers — it's a different model: inventory pre-positioned metres from demand, and dispatch optimised to the second. Here's how quick-commerce fulfillment actually works.
The dark store is the unlock
A dark store is a small, dense fulfillment hub — no shoppers, just shelves optimised for picking — placed inside the delivery radius it serves. The 10 minutes is mostly travel time, so the only way to hit it is to start close. Get the store network and the SKU placement right and the speed follows.
The four operational pillars
- Network design. Where dark stores go, and which pin codes each serves, determines whether the SLA is physically possible.
- Demand forecasting. Each store must stock the right SKUs for its micro-market — forecasting drives what sits where.
- Pick speed. Layout, batching and clear pick paths get the order out the door in seconds.
- Rider dispatch. Demand-driven rider availability plus multi-order trip optimisation so riders aren't idle or overloaded.
The SLAs that define the game
- 10-minute — hyper-dense dark-store model, tight SKU range.
- 30-minute — wider radius, broader assortment.
- 2-hour / scheduled — city-wide, full range, planned slots.
Most platforms run a blend, matching SLA to category and density.
What makes it viable
Quick commerce lives or dies on unit economics: idle riders and dead stock kill it. The operational backbone — store placement, forecasting and rider trip optimisation — is what turns a flashy promise into a sustainable business. Delv provides exactly that backbone: dark-store fulfillment, demand forecasting and rider trip optimisation for platforms chasing 10-minute, 30-minute and 2-hour SLAs.
● From Delv ExpressSee Delv's quick-commerce backbone →Frequently asked questions
How does 10-minute delivery actually work?
It relies on dark stores — small, dense fulfillment hubs placed inside the delivery radius — so the 10 minutes is mostly short travel time. It's enabled by SKU pre-positioning, fast picking and optimised rider dispatch, not by faster couriers.
What is a dark store?
A dark store is a compact fulfillment hub with no walk-in shoppers, laid out purely for fast picking and located within the area it serves. It's the core unlock for quick-commerce speed.
What makes quick commerce profitable?
Unit economics — avoiding idle riders and dead stock. The operational backbone of store placement, demand forecasting and rider trip optimisation is what makes fast SLAs sustainable rather than loss-making.