The Client
Computer VisionAI InspectionObject DetectionDeep LearningFactory Automation
Smart Factory
Key Outcomes
Tech Stack
Industrial Camera
AI Vision Models
The Challenges
Our Solution
AI-powered Visual Inspection
Rikkeisoft developed an AI-powered visual inspection system that automatically checks every tray before products move to the next production stage. Using industrial cameras and AI-based object detection, the system detects missing products, counts quantities, and delivers real-time inspection results.
Real-time Inspection Workflow
The solution integrates image capture, AI processing, and a monitoring dashboard into a seamless workflow. Inspection results are displayed instantly, enabling operators to identify issues quickly and respond without interrupting production.
Scalable System Architecture
Rikkeisoft designed a lightweight architecture that combines image acquisition, AI processing, data management, and visualization in a single platform. The system supports continuous factory operations while remaining flexible for future AI model improvements and expansion to additional production lines.
Business Impact
Automated Quality Inspection
The AI-powered inspection system replaced manual product quantity checks with a consistent, automated workflow. This reduced reliance on human inspection while maintaining production efficiency and minimizing operational risks.
Improved Inspection Accuracy
AI-assisted visual inspection enables accurate product counting and missing-item detection in real time. The solution helps improve inspection consistency, reduce human error, and strengthen overall quality control.
Scalable Smart Factory Foundation
The project established a scalable AI architecture that can be extended to additional production lines. It also provides a solid foundation for the customer’s long-term Smart Factory strategy and broader AI adoption.
