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💼 Client
2024
AI-Powered Manufacturing Solutions
Digital transformation initiative implementing AI automation for manufacturing operations. Built intelligent document processing using OpenAI GPT-4 and automated workflow orchestration with n8n connecting ERP and CRM systems.
Technologies
OpenAI GPT-4LangChainPythonFastAPIn8nPower BIPostgreSQL
Overview
A comprehensive AI transformation project for De Vries Surface Technologies, implementing intelligent process automation across multiple business workflows. The solution architecture includes automated document processing, predictive maintenance scheduling, quality control automation, and business intelligence dashboards.
Built on Azure cloud infrastructure with Python-based microservices and FastAPI endpoints, the system integrates with existing manufacturing systems while providing new AI-powered capabilities. The platform includes custom machine learning models for quality prediction, automated reporting, and real-time analytics.
Challenges
- ⚠️Integrating AI into existing manufacturing processes
- ⚠️Training models with limited historical data
- ⚠️Ensuring system reliability in production environment
Solutions
- ✅Implemented gradual AI adoption with human oversight
- ✅Used transfer learning and synthetic data generation
- ✅Built robust monitoring and fallback systems
Impact
📈
Reduced manual processing time by 70%
📈
Improved quality prediction accuracy to 92%
📈
Generated $200K+ annual cost savings
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