Your delivery promise is measured in minutes. How many of the decisions inside that window still depend on someone in support or store operations picking up a task?
Quick commerce teams work at a pace few other businesses match. Store, support, rider and customer experience teams each handle a stream of small, time-critical tasks: an item to substitute, a delay to explain, a customer to reach at the door. Each is simple. Together, at evening peak, they add up to more than any team can handle by hand.
Where team time goes today
| Team | Recurring work |
|---|---|
| Store operations | Agreeing substitutions for out-of-stock items before dispatch |
| Customer experience | Delay updates, order status, credit and refund decisions |
| Payments | Resolving pending or failed payments before packing |
| Delivery | Reaching customers at the door, confirming gate codes |
| Growth | Welcoming first-time customers, nudging repeat orders |
All of these start from events the order, picking, rider and payment systems already record. They need fast, consistent decisions and a customer who is kept informed.
What end-to-end automation looks like
Cllr runs these workflows end to end for quick commerce businesses.
1. Detect
The workflow listens to order, picking, rider and payment events. A short pick at a dark store opens a case the moment the picker flags it, in under 1 second.
2. Decide
The business sets the rules once, in trigger policies:
- Offer a like-for-like substitute within a price band, or remove the item if declined
- Inform the customer when an order passes its promised time, and apply credit above a threshold
- Cancel and refund a payment still pending at the packing cut-off
- Route high-value orders or repeat issues to a person
Policies apply to every order, at the dinner rush exactly as at noon.
3. Act, personalised to each customer
The workflow reaches each customer instantly, with context: what is in their basket, the brands they usually choose, their order history and their language. A regular customer is offered the brand they bought last time. A first-time customer gets a clear, friendly explanation. The store and rider see the decision at once.
4. Confirm
The result is written back to the order and payment systems: substitute added, item removed and refunded, credit applied. Every case is logged with its timeline, so operations can see where minutes are spent by store, hour and workflow.
What changes for the teams
- Store teams keep packing instead of waiting on customer replies
- Customer experience handles fewer "where is my order?" contacts, because customers are updated first
- Delivery spends less time at the door, because handovers are confirmed in advance
- Growth reaches every new customer with a personalised welcome, at no added team effort
Related workflows
Quick commerce shares much of its workflow model with e-commerce and with the rider and merchant side of hyper-local delivery. The same platform runs all three with separate policies.
Where to start
Start with the workflow that most often pulls your team away from the floor. For most dark-store networks, that is substitutions or delay updates. Learn more about Cllr for commerce, or talk to the team.
