AI in Manufacturing: Beyond Generative AI
Artificial Intelligence (AI) is no longer a buzzword in manufacturing — it’s the silent revolution reshaping how factories function, evolve, and compete globally. While generative AI models, like text and image generation, often grab the headlines, the real game-changing impact of AI in manufacturing lies far beyond content creation. Let’s explore how deep AI applications are transforming manufacturing at every layer of the value chain. 1. Predictive Maintenance: Keeping Machines Healthy Imagine a plant where machines never fail unexpectedly. AI-powered predictive maintenance makes this possible. By analysing sensor data in real-time, AI algorithms detect early signs of wear and tear, allowing maintenance teams to intervene before breakdowns occur. This not only extends equipment lifespan but also reduces downtime, saving millions in operational costs. Key Technologies: Machine learning anomaly detection IoT sensor data analytics Real-time monitoring systems 2. Supply Chain Optimizat...