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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He was also convinced by this shameless old lady, and he didn t know what she wanted.However, the results of the examination were basically the same as what Professor Zhang told him.

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He was stronger and taller than Liang Sen. Although Liang Sen was ruthless, he was still suppressed by Liang Lihai.Because Chen Guogong had long wanted to break off the engagement with him.

With this quality and this environment, I m bah. Just pay and take a look, seriously.After saying that, he waited with a smile on his face.

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Therefore, although there are similarities between the two, they are completely different.I could only turn around and walked towards Mei Dong, saying hello loudly as I walked.

They didn t expect that Du Heng would bring this matter to light in front of everyone in this way.You know, this child has experienced abnormal muscle tone and convulsions for four days, which puts the child s muscles and meridians in a state of tension.

I d better continue studying with the teacher for two years.It connects to the brain at the top, and connects to the tongue at the bottom to connect to the heart.

And the director of pediatrics, and Si Hongyan, the doctor who made the mistake yesterday, stood nervously in the ward.This is a fatal rhythm. Teacher Du. Gu Ping shouted out anxiously when he saw Du Heng bending down and not moving.

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He climbed up to the bank carefully, dried all the water on his body, and then moved towards the one person walk in front of him.Meng Jingzhe lay on the bottom of the bed, still worried.

This is true enough, and it will make overseas descendants of gods and demons recall the fear and shame of being dominated by Huang.It can be seen from Qi Feixuan s actions that although this is a cultivator at the transformation stage, he likes to kill people and steal goods.

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PS This chapter is shorter, continue to code the next chapter.The object looked like a compass.Getting into the spirit beast bag, he simply turned into a little dog, and was hugged by Meng Jingzhe.

He had seen this beast before on murals and on soul locking lamps.Just when he was about to take the leader of the Gu tribe to Leizhou, Huaiqing sent a message One Do you think you are now What to do Of course it is to resist the Buddha, what else.

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She still held the shovel used to clean Tianqing Lake in her hand, and she picked it up and shook it casually.The black beast immediately let out a roar full of grievances, and shouted The world is going down The ones who passed were the sons of the Zheng family, so you should be the first to fight for it.

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In the current situation, anyone who is close to returning to the ruins will undoubtedly die.Because his spirit, energy and spirit are out of balance.

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This is the characteristic of land gods who are invulnerable to all dharma.The man was tall and his face was blurry, but Meng Jingzhe had a very gentle look in his eyes.

What she meant was that she wanted to go to the border of the Western Regions to see what happened.After a quarter of an hour, we will meet up at the site of the Ligu Department.