Manufacturers are losing billions due to unexpected equipment failure. But that's changing. Predictive maintenance, powered by IoT and AI, is giving companies real-time insights to fix issues before they become problems.
In this article, learn how smart sensors collect critical data like temperature, vibration, and energy use - and how AI interprets this to reduce downtime by up to 50%, extend equipment life, and cut costs.
Explore real-world benefits like increased safety, sustainability, and efficiency, plus emerging trends like digital twins and AI-powered diagnostics.
If you're in manufacturing, maintenance, or industrial operations, this is a must-read.
🔗 Read full article: Predictive Maintenance with IoT and AI on Automation.com
https://www.automation.com/en-us/articles/july-2025/predictive-maintenance-iot-ai-equipment
Short stories about their family dynamics. The characters' backgrounds in each story are the same.
The stories will keep going back and forth in the timeline, because the idea is random.
Freen - A successful businesswoman who owns a growing company selling scented candles and herbal soaps. She brings Faith (when she's still a baby) to work every day, balancing her role as a mother and business owner.
Becky - A dedicated lawyer.
Faith - Their daughter, a calm and expressive little girl who is the center of their world.