Case study · Supply chain
From blind spots to verified deliveries
VeriShipment is an AI-powered verification system built in-house by Fatima Group IT for Fatima Fertilizer. It confirms that the same truck and load that leave a warehouse arrive at their destination.
Same truck. Same load. Proven at both ends, across 2,000+ verified transactions.
VeriShipment · The design goal
The case file
From challenge to outcome.
Step 01
The challenge
Uploaded videos were reviewed by hand, deliveries were recorded without proof of arrival, and gaps between dispatch and receipt skewed stock and forecasts.
Step 02
Our approach
A two-score verification engine. Truck and stock are photographed in the existing mobile app, YOLO v11 isolates the truck, and a multimodal LLM and vector-similarity search score the match independently.
Step 03
The solution
Verification built into the ERP dispatch and receiving workflow. Shipments above the threshold are verified automatically; low-confidence matches go to a person, and every decision is logged.
Step 04
From manual review to verified delivery
- 8x fasterShipment verification vs. manual review.
- 85% accurateIn live warehouse conditions.
- PKR 8–10Cost per verified transaction.
FAQ
Questions about VeriShipment.
The short answers, in the order teams usually ask them.
What is VeriShipment?
An AI system that checks the truck and load arriving at a destination are the same ones that left the warehouse.
Does it need new cameras or hardware?
No. Photos are taken in the existing mobile app at dispatch and receiving.
How does it decide a match?
Computer vision isolates the truck, then a multimodal LLM and a vector-similarity search each score the match independently.
What happens when the AI isn’t sure?
Low-confidence matches go to a person, who makes the final call.
Can staff skip the check?
No. It’s a mandatory step inside the ERP workflow, and every decision is logged.
What has it delivered so far?
PKR 7.5B+ in freight secured across 2,000+ verified transactions, with 40% workforce hours saved.
Pilot VeriShipment on
one dispatch route.
Bring the challenge. Bring the ambition.
We’ll show you what it looks like on your own data.