Building an AI Agent for Manufacturing: From Concept to Deployment
Juan Carlos Betancourt
Director of Manufacturing & Engineering | Operational Excellence Leader | Industry 4.0, AI/ML & Digital Manufacturing Technologies enthusiast | Certified Lean-Six Sigma Black Belt | Problem Solver
A step-by-step guide to integrating intelligent systems on the factory floor
Manufacturing operations are evolving fast, and AI agents are at the heart of this transformation. In this issue, I break down the full lifecycle of building an AI agent for manufacturing environments—from defining business goals to deploying models on the edge.
You'll learn:
Whether you're just starting to explore AI for your factory or already scaling solutions, this guide offers practical steps and tools to move forward.
🛠️ Featuring tools like TensorFlow, NVIDIA Jetson, AWS IoT, and more.
Let me know your thoughts or questions in the comments!
This is an incredibly insightful guide! The detailed breakdown from identifying high-impact use cases to deploying models on the edge is exactly what the industry needs. The emphasis on continuous monitoring and retraining is crucial for maintaining the effectiveness of AI systems in dynamic manufacturing environments. Could you share more about the challenges you faced during integration and how you overcame them? #AI #Manufacturing #Industry40 #DigitalTransformation #OperationalExcellence #LeanSixSigma #AIinManufacturing