Descartes Systems Group, a global leader in the integration of logistics-intensive businesses in commerce, has announced artificial intelligence (AI) and machine learning (ML) -based extensions to its Routing Mobile & Telematics suite. Extensions help customers achieve outstanding optimization results and learn from real-world results to maximize fleet performance.
“Descartes dynamically promises robotic process automation for standardization and automation of route planning processes, elastic cloud optimization for scaling to large-scale fleet operations, and time-limited same-day delivery. We have a long history of innovation, such as route optimization on the same day. ” Sergio Torres, Senior Vice President of Descartes. “AI-based and ML-based enhancements are an ongoing effort to enhance routing solutions to simplify and automate configuration and system tuning to improve model accuracy and operational results. is showing.”
AI and ML enhancements include:
-An intelligent configuration and monitoring module, Descartes AI Advisor ™ emulates the knowledge of Descartes route optimization experts. After explaining a series of questions to the customer, Descartes AI Advisor automatically configures the optimization settings and parameters. This simplifies and speeds up the configuration process. Compare configuration scenarios to determine the best route optimization strategy to achieve your business goals. AI-Advisor can evaluate the results of a live system and recommend configuration changes to maintain optimal performance.
-Machine learning algorithms have been applied to calculate position, pass and stop times. Predictions of these key performance factors are continually improved by monitoring actual results from mobile and Internet of Things (IoT) sources in combination with influencing variables. Tens of thousands of data points and variables are continuously evaluated, learned adjustments are made to improve the accuracy of route planning, and more predictable and efficient routes are executed.
“AI and ML are perfect extensions to advanced route optimization and execution capabilities,” said Kenwood, Executive Vice President of Descartes. “From dynamic schedule scheduling to planning and real-time route execution, we used AI and ML to improve our ability to deliver the next level of fleet performance to our customers.”
For more information on Cartesian routing, mobile and telematics innovation, visit the Fleet Innovation Resource Center.
Descartes Announces AI and Machine Learning Enhancements for Routing, Mobile and Telematics Suite
https://www.dcvelocity.com/articles/52695-descartes-unveils-ai-and-machine-learning-enhancements-to-routing-mobile-telematics-suite Descartes Announces AI and Machine Learning Enhancements for Routing, Mobile and Telematics Suite