Diez estrategias para utilizar la inteligencia artificial en la fabricación

Con la persistente escasez de mano de obra y la creciente presión para mejorar la eficiencia, la inteligencia artificial (IA) se ha convertido en un tema central en la planificación estratégica de la fabricación. La adopción de nuevas tecnologías, especialmente la IA, ha tomado impulso, y los ejecutivos están explorando formas de transformar sus operaciones para el próximo decenio. A continuación, se presentan diez estrategias clave para aprovechar al máximo la IA en el ámbito de la fabricación.

1. Mire a toda la empresa

Los líderes deben reconocer el potencial de la IA para simplificar la vida de los empleados, promover la proactividad y acelerar la toma de decisiones. La IA puede influir en todas las áreas funcionales de una empresa, desde la producción hasta la gestión de recursos humanos.

2. La IA aún está en desarrollo, ¡pero no espere!

Aunque el retorno de la inversión puede no ser inmediato, la IA es una oportunidad para aprender y evolucionar. La clave es estar a la vanguardia y no esperar a tener todas las respuestas. La cultura empresarial debe estar abierta a asumir riesgos y fomentar la creatividad.

3. Busque el «No evento»

La IA puede identificar problemas que pueden pasar desapercibidos. Al anticiparse a posibles desafíos y utilizar la lógica creativa, la IA puede abordar problemas antes de que se conviertan en eventos significativos. Además, puede ayudar a comprender las necesidades reales de los clientes a través de la extracción de datos.

4. Refuerce la seguridad

A medida que la IA se utiliza para el bien, también puede ser aprovechada por actores malintencionados. Es fundamental implementar programas de ciberseguridad continuos para proteger los sistemas contra posibles amenazas. La seguridad, la educación y el control interno son elementos clave para garantizar el uso seguro de la tecnología.

5. Obtenga aceptación: El factor humano

La introducción de la IA puede generar preocupaciones entre los empleados. Es esencial abordar estas inquietudes mediante una gestión del cambio efectiva. Con talleres sindicales y una aproximación proactiva, se puede lograr una transición suave. La tecnología no reemplaza empleos, sino que los eleva.

6. Contrate a las personas adecuadas para generar impulso

La contratación estratégica es clave para impulsar la adopción de la IA. Buscar individuos curiosos, creativos y valientes puede acelerar la incorporación de la tecnología. La formación multifuncional y la creación de una cultura que fomente la innovación son esenciales.

7. Mejore las habilidades de su fuerza laboral

Ante la escasez de talento especializado en IA, es crucial mejorar las habilidades del equipo existente. Esto implica una orientación profesional centrada en el desarrollo de habilidades en inteligencia artificial, datos y tecnologías digitales.

8. Enfoque en la aceptación del cliente

La adopción exitosa de la IA también implica capacitar a los clientes. La automatización de procesos rutinarios puede mejorar la experiencia del cliente al proporcionar respuestas rápidas y eficientes. La implementación de tecnología puede simplificar los procesos para clientes y empleados.

9. Recorra el taller y sea creativo

La incorporación de la IA no requiere reemplazar por completo las plataformas existentes. Puede agregarse a los sistemas de automatización actuales para mejorar los procesos existentes. Los robots entrenados por sí mismos y la convergencia entre IoT e Internet 4.0 son ejemplos de cómo la IA puede elevar la eficiencia.

10. Repensar las cadenas de suministro y reducir el inventario

La IA puede optimizar las cadenas de suministro al analizar datos y mejorar la gestión del inventario. Durante la pandemia, muchas empresas se dieron cuenta de la importancia de ajustar las estrategias de inventario y producción. La IA puede desempeñar un papel crucial en esta optimización.

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As the car started to leave, Du Heng felt a wave of heat passing through his trousers as the tires rubbed against the ground and the car s exhaust gas spurted out.Xu Pinglin was disgusted with this girl who kept patting her, but he was also a little afraid of the big weapon in her hand, and he really didn t dare to make any misunderstood movements or expressions.

However, the name of her live broadcast room is quite exaggerated, and now she is live broadcasting in a hospital, and the number of people is increasing rapidly.After writing his name on the corners, he delivered them to the two newcomers.

Wang Lili and Wei Wen also made great efforts in treating the difficult childbirth this time.Without inner fire, even if a person does not die, he will still be prone to illness and disaster, and the whole person will become a walking zombie without impulses and desires.

It was the man who expressed his opinion first, Just use your needles, others can use them.Du Heng s visual inspection showed that this guy was about the same height as himself, about 1.

Wang Lili lightly stamped her foot, Oh, I said it wrong.Du Heng looked through the information in his hand again, Is there anyone else in their family He My parents died early, and I have a younger sister who is already married.

Dean Du, hurry up, the mother is dying. Don t hang up the phone.Not only was the hall full of people, but the queue had already reached the gate.

It s just that being called Gu Ping by the teacher makes me feel a little uncomfortable.Now the emergency doctor was in a dilemma, he thought Du Heng had medicine on him, but he didn t expect to go to someone else s store to get medicine.

Even so, after finishing the treatment of twenty or thirty patients, it was almost time to get off work.So Du Heng quickly asked again, Then he can t find a way to cure the disease himself What can I do I went to the hospital and asked.

Liao Quansheng threw Dropping the watermelon rind in his hand, he touched a piece of paper and wiped his hands.The situation in the health center was even more exaggerated than what Lu Zhongjiang said on the phone.

Du Heng took a look at the two people Li Jianwei mentioned and found that they were both familiar.Looking at the expressions Pam Bondi’s Emotional Weight Loss Journey: 50 Pounds Gone at 59, Trump’s Ally Embraces Health Over Hectic Life Is Keto Diet Bad For Hypothyroidism of the two family members, Du Heng felt complicated.

Du Heng looked through his medical records and found that he didn t treat the disease well, so now, he can t control it at all, and it has reached the fourth stage.When he saw it Keto Diet Yum How to Lose Butt Fat for Men: A Comprehensive Guide for Spring and Summer was Zhao Bin, the village doctor from Zhaojiawa, Du Heng picked him up.

When he thought of this, Du Heng was full of enthusiasm Semaglutide for Weight Loss Cost: What to Expect Are Grapefruit Part Of The Keto Diet for Wu Shengnan.Aren t we looking for nurses in our hospital Instructor Gao s lover is staying at home after giving birth to a child.

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I remember that Elecampane and Atractylodes are very similar.Go. Du Heng went to the village more times, and gradually developed a thick skin.

Du Heng was a little curious, how could she be in a bad mood without quarreling with her mother, Then tell me what s wrong We went to the police station and detention center today.Sometimes I wake up in the middle of the night and make trouble.

Wang Zhi doesn t really look like Tao Litai. Jokes, started to help him come up with ideas.

Jing Xin said slowly Killing so many warriors, some Some of the corpses were missing after being robbed of their essence and blood.The underground palace outside Yongzhou City cast a deep psychological shadow on him.

Generally speaking, such rivers that pass through the city will have iron nets under them, but it is not absolute.Monk, it is because the Zen master has a tough heart, and the love Gu at this stage may not be able to be forcibly controlled.

Li Lingsu said tsk Yongzhou is holding a martial arts conference, and the inns in the city, both good and bad, are full.Therefore, there is not enough grain in the righteous warehouses in various places.

Father Chai Xian trembled.Chai Xing er manipulated the walking corpse into a seat and asked Discover the 5 most effective fat-burning foods to incorporate into your diet plan removal Quick Keto Foods him to take off his shoes to reveal his left foot.He held the saber and stood proudly, unaffected at all.

Knowing that, there may be a military disaster.Inside, let the people know that the imperial court is strong outside the middle, and then the refugees will become bandits, and the disaster will be endless.Life and death refused to double cultivation with him.

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Corruption and perversion of the law, and his henchmen sucked the bone marrow of the court, so that the treasury was empty.Ji Xuan waved his hand No need, we have a task ahead of us.

There were still twenty days before the agreed time.Fortunately, Well, Luo Yuheng doesn t hate him, and even has a good impression of him, although it is far from the level of sex.

I have never seen such a beautiful person in my life.The little white fox raised his head in surprise, and said softly, Hey , Didn t you say to enter the tower Mu Nanzhi backhanded it and gave it a shudder.

What s the matter with you, go away.Mu Nanzhi raised Keto For Cats Keto ACV Gummies 525mg Review: Dosing, Benefits, and User Experiences her brows upside down.Dongfang Wanqing took a few steps forward, looked at Nalan Tianlu s primordial spirit, tried to walk a few steps, then stopped, and said The warrior s intuition tells me that if I go a few steps forward, there will be danger.

Passing through field ridges, dense forests, and wasteland, finally, a small village appeared in front of us, located in the silent darkness.The temper of the angry personality is more difficult to provoke than the original version of the national teacher, irritable and easy to face, if he hadn t admitted his mistake just now, he might have been She flew out with a sword.

Xu Qi an is very good at coaxing women, and he is also good at coaxing foxes, even coaxing and tricking him, the little fox forgave him with tears in his eyes.If she goes to find Nalan Tianlu, where will she go where Yuan Yi s eyes lit up Nalan Tianlu s dream Li Shaoyun wondered But isn t this just a dreamland No Xu Qi an shook his head slowly This is the dream that all of us have intertwined, not just Nalan Tianlu s dream.

Li Lingsu understood The note is not the key, the key is that the murderer behind the scenes knew that Chai Xian would come here last night.Senior, if you want me to interrogate Xing er, don t say that my cultivation has not been unsealed.

Amitabha, it is a disaster to keep such wicked people.He sniffled, and before Li Lingsu could react, he lifted the lid of the tea.

Chai Xing er is a widow, and there was another murder case in the Chai Mansion, so today she is wearing a plain long dress with light makeup, her demeanor is cold, soft and weak, which can arouse a man s desire for protection.Within the range.Silently, all the animals in this area came to life at the same time.

Xu Qi an sighed How likely is the backlash of karma Luo Yuheng After thinking about it for a while, he evaluated If we practice hard, the chance of the karmic fire coming back is less than half.Who the hell did you meet Xu Qi an said You must be very curious why those people yesterday were chasing you so hard, including why I locked you in the tower.

She didn t ask merchants to donate alone, but asked His Majesty to mobilize all officials to donate to set an example.Others can t see through at all.Gongsun Xiangyang had a bold idea.

What a domineering sword intent.Duan King Kong commented, and then shook his head No, when this intent is annihilated, it erupts again, and I would rather be broken jade.But I have a way to get a few red tailed hawks.Let s go to Leizhou on a flying beast.

You Chairman Yang stared at him, and the middle aged man fell into hesitation.But more Vibez Gummies: Feel the Good Vibes of Effective Weight Loss Pecans And Weight Loss ministers took an opposing attitude.Your Majesty, you can t do this.

Xu Qi an didn t sense any energy fluctuations in its body, which means that this corpse in front of him is a pure corpse without any magic.Because in Fastest Way to Lose Weight Exercise: Winter Edition for Rapid Results Turkey Hill Diet Green Tea Keto Leizhou, even Sister Rong and Sister Qing have to be afraid.

Xin No.6 Xu Qi an asked.The black market shop is named after the heavenly stems and earthly branches.The demeanor is not right either.I have observed him.

After a few seconds, the amber pupils regained their agility, and happily left with its tail up.What should we do The atmosphere in the yamen is extremely panic and silent today.

A normal person s callus is on the middle finger of the right hand, so I judge him to be left handed.Instead, he extracted some intriguing points from his words.

If you argue today, I will put you in prison.Wei Yuan lowered his head and did not speak.But the old manager was unwilling to take them to the inner courtyard, rubbing his hands together and said Just see here, you can t enter inside, bad luck.

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So, even if you have outstanding abilities and are cultivated by leaders, you still have to be able to be yourself.3 will say next may have something to do with his cousin Xu Qi an.

Sure enough, it was his low pitched comment that sounded again This is a great talent, it s a pity not to study.Xu Qi an said Miss Wen is married.Governor Zhang frowned slightly at first, then frowned, then his face became stiff, and finally he was completely dazed, standing there blankly.

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Why do you see it A silver gong asked.Xu Qi an analyzed If the secret code is at a high level, it is impossible for the murderer to accurately find out the clues among the relics and destroy them.After all, once the case comes to light, the other party will definitely be caught dead.

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Yunzhou Zhi is the historical book of Yunzhou, which is also very common in Yamen, and there are post stations.I don t have so much energy to mess with officialdom anymore.

Then engrave poems.An official said subconsciously.Wow Xu Qi an got out of the water, with nowhere to rely on the bottom of the water, supported the well arm with both hands to climb up, turned around and said Grab my legs.

I also paid attention to him, observed him, and came to a terrible conclusion.I m still here.Xu Qi an really wanted to play tricks, but the words turned into a bitter smile.

Xu Qi an explained the details of empathy After talking about it, Wei Yuan didn t pay much attention to it at first.Jiang Luzhong quietly pointed like a sword, staring at Xu Qi an who was in a tight siege, ready to rescue him at any time, Wait a little longer.

Master Xu said a word when he saw that child for the first time.ps I suddenly discovered a very embarrassing thing.

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Oh, if you want to read it, my lords can borrow it.The reason why he chose Yunlu Academy to take over this person, instead of taking him into the fragments of the underground book, Xu Qi an had two advisors Concerns First, this person is in the realm of refining gods, and his rank is higher than him, so he dare not take risks.

I rely on it to pass the time while driving and before going to bed by reading and listening to books.It s basically impossible. But who can say A few days ago, the first critically ill patient Amy Schumer Reveals Her 2025 Weight Loss Journey: 7 Tips for a Slimmer Christmas Season Beyond Keto Du Heng treated, Li Qiuhua, who had pulmonary fibrosis, went to the city s No.

Du, why are you asking this I have some ideas and I want to confirm it with you.Moreover, it was past ten o clock, and the talents sent by Weight And Measurement Chart For Weight Loss Weight Gain from Antidepressants: Natural Alternatives That May Help You Avoid the 5-Pound Weight Gain the bureau to take photos and collect materials were late.

I m already rushing back now. Du Heng sighed, Ignore him.It was almost three or four o clock in the afternoon when things were finally finished.

Don t rely on my medicine if there is any problem. I know you are a lawyer, and I will definitely not be able to win against you in a lawsuit.Du Heng was stunned for a moment. He didn t expect the girl to suddenly get angry.

Then you re working too hard as the dean. Hey, it s all for work, there s nothing hard or not.As soon as they returned to the office, Wei Wen and Wang Lili, who were taking a break between trainings, ran to Du Heng s office and asked Du Heng with a hint Does Cbd Topical Cream Interact With Medications Hemp-CBD Market Demand Gaining Momentum While Projected to Reach $16 Billion By 2025 of curiosity, Effective Gummies for ED Treatment: Industrial Insights Can Infections Cause Erectile Dysfunction Dean, is Zhenzhen really pregnant with twins Morning morning Don t you all know about the inspection Why do you come here to ask me again Du Heng answered the two people s questions casually.

It s fine now, the problem is solved, but Du Heng will definitely not appreciate this kindness.But the boy was still struggling and twisting, exerting all his strength, and resisting extremely fiercely.

In the past, he had the same idea as Du Heng and understood that this area could not be allocated to a health center.Why are you still worried I m not worried Keto Apple Cider: A Delicious Way to Support Your Diet Best Healthy Meals For Weight Loss about whether they will be fine, but about their attitude in doing this. Du Heng slowed down the car slightly and said with a hint of melancholy, People here generally don t go to big hospitals until they are sick and can t bear it, and when they are about to die, they basically don t go to big hospitals.

Why can t we compete My brother in law just passed 500 in the college entrance examination, and I am almost 600.When she entered the door, she called out the surnames of An Chunhui and Du Heng.

Fortunately, I am lucky, I only need to prick twice and I found the place.It s not as serious as you said. Li Qiuhua was still alive at the time, not dead.

But I still don t have to worry about eating. I really have to go to the village medical clinics in the next two days.After a Schilddrüsenunterfunktion und Abnehmen: Herausforderungen und Lösungsansätze Keto Pop Tart long time, he said, In the past, patients were transferred from lower level hospitals to higher level hospitals, but now they are suddenly transferred.

As for the village doctor, there is only one, which is a blessing.At the very least, with this box, the villagers have nothing to lose.

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A Rice And Weight Loss How Chrissy Metz Lost Weight: 5 Secrets Behind Her Stunning Before & After week ago, her mother s treatment process instantly attracted tens of thousands of views in her live broadcast room.around. You can be discharged, but I still recommend that you be hospitalized.

He followed the old rule and took his pulse first for his own examination.He rescued Du Heng who was at a loss. Then, the whole matter of sending banners and thank you letters entered the normal process.

Du Heng understood very well what his eldest brother said.Wei Kaida smacked his green tongue twice, and then threw it into the trash can next to him.

Okay Doctor Du, I won t go to work in the fields tomorrow, I ll wait for you at home.Let s talk about vaccination first. According to the requirements, We need at least four independent offices, a vaccination registration room, a vaccination room, an observation room, and a vaccine storage room if we add the maternal and infant room, the lactation room, and the finance room that was spun off from Wang Zhenzhen s work , we will have to vacate all the wards on these two floors.

Instead, be prepared to drink medicine for a long time.What s the problem with all the busy work Do you want an old woman to carry her daughter in law to the Are Pistachios Keto Dr. Juan Rivera Keto Blast Gummies: A Detailed Analysis hospital The only thing to blame is that the old woman didn t find a village doctor in advance or call the health center in advance.

In order to take care of your wife, you can t work well.As for the main reason why it didn t work before, there was something wrong with the medicine they drank before.

Zhou was in a state of panic. This shocked her even more than yellow urine.In order to avoid unnecessary trouble, Du Heng chose to wait outside.

Now, seeing that Du Heng really wanted to call the police, knowing that there was 2025 Keto Diet Unveiling the Truth Behind Shark Tank’s Keto + ACV Gummies: A Comprehensive Analysis no way to fish in troubled waters, he stopped crying and stood up quickly, I m sorry, I was also deceived and did such a thing in a moment of obsession.The dough should be smaller and thinner, with less salt and less oil.

Anyway, there are many. What a mistake. Du Heng slapped his thigh angrily. At first, I thought that the number of people in one team might be a little larger than that of the police station, and I thought it would be over in one day.Zheng Yuanchao felt smug for a while, picked up the cup and took a How Many Carbs A Day Keto Ozempic zum Abnehmen ohne Diabetes: Möglichkeiten und Grenzen sip of water, and said calmly to the intern, Call your number, continue.