Industry tag: MOBILITY
Note: We take customer confidentiality very seriously. Our customer kindly asked us not to be named in this case study, but approved the content below.
Autonomous Truck & Yard Management Automation
Yard operations inefficiencies like gate congestion, waiting time, inaccurate information, hazardous conditions for manual tasks… adversely impact the entire supply chain: downtime, product spoilage, stock-out and credibility issues for retailers…
Idea
Our client automates distribution yard operations to facilitate safe, cost effective, highly efficient and zero-emission yards operations. The automated system comprises management software, autonomous electric trucks and site infrastructure.
Pain / Challenges
Trailer status monitoring was one of the repetitive and hazardous manual tasks. To efficiently tackle the issue, human annotations were indispensable for the computer vision model our client developed.
Solution: High-quality labeled data for computer vision
Trailer status monitoring was one of the repetitive and hazardous manual tasks. To efficiently tackle the issue, human annotations were indispensable for the computer vision model our client developed.
Results
The model was efficient enough to enable the client to open the first test facility dedicated to fully automated distribution yard systems
Recognized in Gartner “Cool Vendors in Supply Chain Execution Technologies” report
$7.9bn. It’s the estimated size of yard management system market through 2027, according to a Research and Markets report
Partnering for AI Excellence with SmartOne
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