AI Smart Assistants revolutionized LED manufacturing with real-time vision, voice-driven workflows, and intelligent automation.
Faster Iteration
Reduced Cost
Code Ownership
Automation in Workflow
A precision-driven manufacturing company specializing in industrial and commercial lighting systems. With a focus on quality, consistency, and operational agility, it sought to modernize its production lines by adopting intelligent automation, real-time monitoring, and computer vision technologies.
AI manufacturing is a specialized application designed to assist with operations in an LED light manufacturing facility. It aims to streamline various processes, from order creation to production monitoring and palletization.
To meet the demand for a high-speed, intelligent production platform, AI Manufacturing implemented a modular, AI-powered solution designed for efficiency and real-time performance.
An agile sprint model enables rapid development of frontend interfaces, backend microservices, and AI features. The system includes Gemini, a large language model deployed on Google Vertex AI for conversational scheduling and anomaly insights.
YOLOv11 and NVIDIA Jetson Orin NX devices handled on-site visual data for defect detection, cycle counting, and production monitoring, reducing reliance on cloud infrastructure.
Integrated Google Cloud Speech-to-Text and Text-to-Speech enabled fully voice-driven operations, enhancing speed, accuracy, and hands-free user experience on the factory floor.
The deployment of AI-powered manufacturing delivered significant advancements in automation, quality control, and production efficiency.
Manual order processing time reduced by over 65% through AI-driven PDF parsing, UI analysis, and automated production order generation.
Defect detection accuracy improved by 92% using YOLOv11 on Jetson Orin NX and Coral TPUs, enabling real-time quality control without cloud delays.
Over 80% of operator interactions are managed through voice commands using integrated WebRTC and Speech APIs, streamlining shop floor operations.
AI-powered Gantt charts and bottleneck detection improved production scheduling efficiency by 30%, enhancing overall throughput.
We combined advanced AI, scalable cloud infrastructure, and real-time technologies to build a high-performance, intelligent platform.
Cloud Platform:
AI/LLM:
Frontend:
Backend:
Speech Services:
Edge Integration:
CI/CD and Monitoring:
Success Story
View, filter, and manage production orders
Updates from live production tracking
Access for teams across units
Reduction In Manual Work
Improved Efficiency
Defect Detection Accuracy
We’ve got the experience and tools to help you deliver the desired results. Our team of AI experts is ready to help automate document workflows, integrate real-time computer vision, or build AI assistants.
