Dark store rider-bay handoff: the last 90 seconds of SLA
· Updated · Slinai
Key facts
| Clock | Pick-complete / staged → rider-gone |
|---|---|
| Alerts | Queue depth, unattended staged bags, unmanned bay at peak |
| Sibling | Pick-pack SLA is the full funnel; this is the dock only |
| Solution | Service quality & SLA |
| QSR cousin | Aggregator pickup handoff analytics |
OMS will show picked on time. The rider will still wait.
Pick-pack SLA maps the whole chain. This post is the dock: queue, staged bags, handoff dwell. Slinai uses existing cameras under service quality & SLA. Hub: dark stores.
What “last 90 seconds” means
A promise dies after the tote is closed:
- Riders stacked, one scanner.
- Bags on the floor, no locator.
- Peak staff presence missing at the door.
That is closer to QSR aggregator pickup than to aisle pathing.
Alerts that change the floor
| Alert | Action |
|---|---|
| Rider queue over N | Pull a packer to handoff |
| Staged bag dwell | Find the tote before it goes cold / melted |
| Bay unmanned in peak | Same as an unmanned retail till |
| Overflow into the aisle | Safety + mix-ups — see order accuracy |
Join OMS when you can so WhatsApp says the order ID.
How this ties to Slinai
- Cluster: accuracy, shrink, cold chain
- Truck docks are a different clock: dock and truck turnaround
- Agentic: “Which dark store had the longest rider wait yesterday?”
- Book a demo on the bay camera plus last night’s late-dispatch list
Common questions
Why not just use OMS ‘dispatched’ time?
OMS knows the tap. Video knows the queue, the missing bag, and the rider waiting while someone searches a shelf.
Same as QSR aggregator pickup?
Same idea, grocery dock not a restaurant window. Use the QSR aggregator post for dining; this post is dark-store bay.
First camera?
The bay you already film for security. If riders are off-frame, move it before you tune models.
Staff scoring?
Publish zone and shift views first. Individual heatmaps on a bad angle become HR incidents.
Edge or cloud?
Same as the existing-CCTV guide: hybrid is common — local inference, NVR keep, events to HQ.
Related pages
Guides in this cluster point to live product, industry and use-case pages.
Related guides
Dark store video analytics for pick-pack SLA
Dark store video analytics measures pick-pack productivity and order-to-dispatch SLA on existing cameras for Indian quick commerce sites.
Cold chain and FEFO rotation on dark store cameras
Dark store cold-chain and FEFO analytics flags door-open dwell and shelf-rotation drift on existing CCTV — process evidence, not a logger replacement.
Dark store order accuracy and defect prevention
Dark store order-accuracy analytics flags rushed pack, skipped QC and process drift on existing CCTV — a complement to WMS scans, not a replacement.