Client: Leading manufacturer of mobile robots and AGVs
Industry: Industrial Automation / Robotics / Logistics
🎯 The Challenge
In dynamic warehouse environments, pallets are often misaligned or placed unevenly in pallet nests. This posed a significant challenge for autonomous forklifts, leading to operational delays, handling errors, and safety risks.
🧠 The Goal
Develop a reliable AI-powered vision system capable of detecting and localizing pallets accurately – even when their position is unpredictable or irregular.
🛠️ Our Solution
We implemented a custom-built computer vision system, integrated directly with the client's AGV platform. Our approach combined:
- Real-time pallet detection in variable industrial conditions
- Robust localization, regardless of placement or angle
- Seamless integration with autonomous forklifts
Thanks to advanced AI algorithms and industrial-grade vision pipelines, the system consistently identifies pallet positions with high accuracy.
📊 The Results
✅ 95% reduction in warehouse accidents – AI-based detection minimized risks related to misaligned pallet handling
✅ 35% cost savings – Outsourcing AI development proved significantly more cost-effective than building an in-house AI team
✅ Higher operational efficiency – Faster pallet detection led to smoother
AGV cycles and safer workflows
🚀 Ready to power your operations with AI?
If you're planning a project in AI/ML, computer vision, or autonomous logistics, we’re here to help.
