Why not consider three additional pillars for a unique, human-centered approach in additional to the traditional approach to organizational change management (OCM)
Physics-based simulation offers a distinct advantage by providing higher fidelity, and it should be utilized alongside early-stage Discrete Event Simulation.
The supply chain's demand for labor and talent continues to exceed the available pool of resources.
Stefanie Gunia of Kalypso discusses the importance of organizational change management in achieving digital agility and resiliency amid ongoing change and uncertainty.
One area where AI is making a significant impact is in quality inspection, where Vision AI systems automate processes, ensuring consistent quality across shifts, lines and plants.
The use of real-time data and advanced analytics in supply chain planning to identify potential disruptions and understand their impact on the end-to-end supply chain is essential to being able to make informed decisions and respond quickly to mitigate risk.
Through this series, we've discussed benefits and best practices for demand sensing, predicting and shaping as critical parts of a customer-centric approach.
Kalypso and Rockwell Automation co-sponsored PTC’s LiveWorx 2023 and the event was a great success.
Four Challenges to Consider When Pursuing a Simulation Initiative
Ultimately, predicting demand aims to maximize profits and minimize costs by avoiding overproduction or underproduction.