Challenge Faced
Packing activity needed to be tied to e-commerce orders for proof of fulfilment without disrupting existing warehouse workflows.
FMCG and warehouse · Industrial Automation · Singapore
E-commerce distribution packing tracking with AI vision
An anonymized e-commerce distribution case study for packing tracking, proof of fulfilment, drop-in deployment, barcode reading, video tagging, and AI computer vision workflow detection.
Packing trackingVideo taggingBarcode readingAI visionOrder proof
Solution Provided
Qbasis supported order-linked packing tracking, AI computer vision, barcode reading, and multi-station video tagging.
Operational outcomes
What the deployment improved
Order-linked packing records
Proof of fulfilment review
Drop-in deployment pattern
Computer vision workflow detection
An e-commerce distribution center needed packing activity linked to order fulfilment records without forcing major changes to existing warehouse operations.
Challenge Faced
Packing teams needed proof of fulfilment and better traceability across multiple stations. The operation wanted automation that could work as a drop-in deployment rather than requiring a full workflow redesign.
Solution Provided
Qbasis supported packing tracking linked to e-commerce orders, with AI-powered computer vision for barcode reading and workflow detection. Multiple station video tagging can connect packing activity to order records.
Operational Outcomes
- Packing tracking linked to e-commerce orders
- Proof of fulfilment records for review
- Drop-in deployment with minimal workflow disruption
- Multiple station video tagging to order activity
- AI computer vision for barcode and process detection