Sena Decision AI shows q-commerce teams where to place dark stores, what to stock, and why shoppers order. Every figure traces to a shopper answer, a store photo, or the team's own files.
Quick commerce, also called q-commerce, delivers groceries and everyday items fast from a nearby dark store. Order data shows what each zone bought, and the stores, prices, and doors around each address shape what it orders next.
Order data shows what sold from each site. Shoppers in each zone know which items they order fast and which they still buy in store.
Sena:Sena captures which items shoppers order for fast delivery and which they buy in a nearby store, by segment and market.
The price file sets the app price for each item. Shoppers compare it with the grocery and convenience stores near them.
Sena:Sena reads the price tag in photos from the stores near each site and sets it beside the team's price file.
Order data shows which deliveries ran past the promised time. In a short delivery window, a locked gate, a slow lift, or a hidden entrance can use up the minutes.
Sena:Sena photographs the gate, entrance, and rider parking at the delivery points in each zone the team names.
Q-commerce runs on these four decisions, and Sena adds the shopper and the street to each.
Sena captures geo-verified photos of the grocery and convenience stores around each candidate zone, and shoppers state what they order fast and what they buy in store.
Decides:Which zone gets the next site.
See strategy decisions →Shoppers state which items they order fast, which they buy in store, and what they swap when an item runs out, by segment and market.
Decides:Which items each site carries and which it drops.
See category decisions →Sena reads shelf prices in the stores around each site and sets them beside the app's price files.
Decides:Where to match the nearby store and where to hold price.
See revenue and pricing decisions →Dated photos show the gate, entrance, and parking at the delivery points a team names in each zone, so the team sees which buildings eat into the promised time on the last mile delivery.
Decides:Which zones keep the short promise, and which get a wider window or new rider instructions.
See supply chain decisions →Sena ties every figure to the photo or answer behind it, so a team checks each zone against its own order data.
Each price and access reading carries its photo, location, and date.
Each ordering reason comes from a shopper in that zone who chose to share it. Every capture clears a multi-level QA flow. Sena declines a capture that misses the check, and the decline stays visible.
Quick commerce delivery inside the promised time starts with two counts: the delivery points in a zone and the points where a dated photo shows a clear way in for the rider. The gap splits by building type and by what slows the handover.
The delivery promise calculator shows the points that slow riders and the monthly order value that runs through them.
A walkthrough runs Sena on one delivery zone in one market, from shopper answer to the site decision.
Pick the closest fit, and the walkthrough starts from that team's question.
Where the next dark store goes, read from the stores and shoppers around each zone.
Book an expansion walkthrough →Site ranges built from what each zone orders fast.
Book a category walkthrough →App price against the shelf price in the stores nearby.
Book a pricing walkthrough →Delivery times held zone by zone, from the gate to the handover.
Book an operations walkthrough →Sena captures geo-verified photos and consumer activity in the markets a question names, when the question needs it.
Sena reads those captures beside the files and systems already in use, across 250+ integrations.
Sena compares the market against the plan and shows each gap, with every figure traced to its source.
| Area | Common method | Sena |
|---|---|---|
| Zone demand | Order history by zone | Shoppers state what they order fast and what they buy in store |
| Dark store range | One list across the city | Each site's range matched to its zone |
| Price | The app's price file | Shelf prices in the stores nearby |
| Failed orders | Rider failure codes on last mile delivery | A dated photo of the access at each named point |
| Auditing | Order, delivery, and price files matched by hand | Each zone figure carries its photo or shopper answer |
Talk to the Rwazi team about one delivery zone, one market, and the decision on the table this quarter.