Cómo la inteligencia artificial está transformando la gestión de la cadena de suministro

La volatilidad del mercado y la velocidad de cambio hacen que la toma de decisiones sea una tarea monumental en la cadena de suministro. Aunque no existe una solución infalible para cada problema, la inteligencia artificial (IA) está revolucionando la forma en que los líderes de la cadena de suministro analizan datos y toman decisiones estratégicas.

El papel de la IA en la cadena de suministro

La IA y el aprendizaje automático están desempeñando un papel crucial en la optimización de diversos aspectos de la cadena de suministro. Desde la planificación de riesgos hasta la gestión de transportistas, la IA ofrece herramientas que pueden transformar la forma en que las empresas manejan sus operaciones logísticas.

1. Mejora en el seguimiento de la fiabilidad del transportista

Con los envíos puntuales y sin daños siendo más críticos que nunca, la fiabilidad del transportista se convierte en un factor decisivo para la rentabilidad de las empresas. La IA acelera la toma de decisiones mediante análisis en tiempo real, evaluando la capacidad de los transportistas en función de datos históricos. Las herramientas avanzadas de IA pueden evaluar reseñas y menciones en redes sociales para construir un perfil de fiabilidad, asegurando que se seleccionen los transportistas más confiables.

2. Pronósticos más precisos y relevantes

La planificación a largo plazo ha demostrado ser un desafío, con datos de años anteriores que a menudo resultan obsoletos. La IA y la automatización de procesos robóticos (RPA) permiten una actualización continua de datos clave, como tarifas de flete y precios del diésel. Al combinar estos datos con tendencias geopolíticas y de ventas, la IA ayuda a los profesionales de la cadena de suministro a anticipar y mitigar riesgos potenciales, optimizando los niveles de inventario y la asignación de recursos.

3. Flexibilidad en la producción y gestión del inventario

La flexibilidad en la producción se ha vuelto esencial, especialmente tras las recientes interrupciones en la cadena de suministro. La IA puede analizar el inventario excedente y buscar alternativas para su uso. Además, los modelos de IA pueden identificar proveedores alternativos y optimizar las fases de abastecimiento para adaptarse a las fluctuaciones en la demanda y la disponibilidad de recursos.

4. La IA como herramienta, no como sustituto

Aunque la IA ofrece enormes ventajas, es crucial mantenerla como una herramienta complementaria y no como un reemplazo de la toma de decisiones humana. Las relaciones sólidas y la comunicación efectiva siguen siendo fundamentales en la cadena de suministro. La IA debe integrarse en los procesos de toma de decisiones para proporcionar apoyo, pero siempre debe estar bajo la supervisión y guía de los profesionales humanos.

La inteligencia artificial está redefiniendo la gestión de la cadena de suministro , ofreciendo soluciones innovadoras para desafíos antiguos y nuevos. Desde la mejora de la fiabilidad de los transportistas hasta la optimización de la producción, la IA puede ser una aliada poderosa en la navegación de un entorno logístico cada vez más complejo

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La alianza entre DHL y la Asociación Mexicana para Ventas Online (AMVO) ofrece soluciones de logística a las empresas que participan en comercio online: Garantiza la entrega de los productos en tiempo y forma y desarrolla estrategias para que las empresas participantes maximicen su potencial de venta.

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There are also Storm Legion on the deck, including four golden dragons.Eat enough For half elves, it is definitely a luxury.

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It is not unfair for you to lose to her. There was an old man standing in front of Zhang Junhao.Otherwise, Lao Wang s existence might not be hidden from this person.

A voice came from Yuhu. There s nothing good to see.Do you really think you are a person Ye Fei dodged Xiaoyu s attack and continued to curse.

Stupid, why didn t you leave just now Back off Jianmei, who was lying on the ground, shouted angrily.Murong Xue clapped her hands and said with a smile, The pointed look made Biolife CBD Gummies ED: An In-depth Evaluation of Their Effectiveness for Erectile Dysfunction Ye Fei a little embarrassed, but he still smiled and nodded.

It s so dangerous, Master, what did you get into Tian Qing er turned pale Keto Diet on Shark Tank: Unveiling the Real Impact on Investors and Viewers with fright, almost sitting on the ground, and couldn t help complaining to the woman in white.Aren t all our new disciples going After scanning the crowd, Ye Fei couldn t help but frown slightly.

Our Jade Girl Sect has had too many troubles recently.Senior Sister, we still need to teach her a set of internal skills and mental techniques.

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The company is currently running and we can t come up with that much money at once.Yes Elder Wu Dajiang responded respectfully, and then released the crane.

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Ye Fei said seriously. I ll poke you You re like a poor man, why are you pretending The old guy couldn t help but rolled his eyes, and just took it back, leaning on the stone again, shouting feebly, and no longer looked at Ye Fei.Although there is food and water, we can t hold on for long.

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I believe that after he leaves, he will be surrounded by enemies Someone sneered secretly.Wei Guangde, what do you want to do As fellow disciples, we d better not kill each other, otherwise, no one will be able to get out of this underground place.

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Tell me, what s going on Ye Fei inadvertently turned on his phone secretly.Although the beautiful master said that she had her own way to go, Ye Fei didn t know what way it was and how to go Moreover, Ye Fei knew that Guan Tong must be hiding something from her.

Bring out your alchemy furnace and start now. Lao Wang said solemnly, Ye Fei nodded, and his mind moved , the Tianwai alchemy furnace appeared and was preheated with the true fire of the sun.