Por Oscar Romero | Director de Ventas para México y el Norte de América Latina
La inteligencia artificial (IA) en las empresas es un tema de moda en el sector de tecnología especialmente considerando que es un boom dentro de las preferencias de los consumidores, sin embargo, la misma estrategia para el mercado de este sector no puede replicarse directamente en las empresas. Los consumidores impulsan sus expectativas al máximo en lo que respecta a la IA y las empresas deben prepararse cuidadosamente. De hecho, esto es lo que deben realizar las empresas cualquiera sea su tamaño: adoptar, entender y ver el valor del uso de la IA.
En el área del consumidor, los clientes están generalmente dispuestos a adoptar la nueva tecnología, y a tomar más riesgos. Sin embargo, en el área empresarial, hay demasiado en riesgo. Por ejemplo, no se puede confiar ciegamente en las soluciones de IA para que ejecuten totalmente o asistan en una tarea relacionada a la producción, ventas o distribución que sea multimillonaria. Los usuarios no pueden tomar ese riesgo, por lo tanto, se deben definir bien las tareas y objetivos, con parámetros específicos, además de ciclos constantes de feedback.
Esta no es una tarea fácil, especialmente cuando se refiere a los mismos temas que las soluciones empresariales deben enfrentar, como integraciones complejas, análisis de datos, mejoras, y más. Todas las empresas de software tendrán éxito al capitalizar y focalizarse en los siguientes temas:
Almacén de datos autosustentables
Unir soluciones para mantenerlas sincronizadas no es sencillo, especialmente en el caso de las soluciones en la nube, donde el departamento de TI tiene acceso limitado y se basa en el soporte. A medida que ingresamos en la era de las modificaciones, aunque están disminuyendo, el proceso de upgrades a las nuevas tecnologías puede ser una pesadilla, especialmente en el caso de la IA.
Esto puede ser más fácil si el acceso a los datos y a las herramientas mismas son parte de la solución, desde un comienzo. Todos sabemos que el valor de la IA es impulsado por la calidad de los datos. Colocar los servicios por separado no es suficiente, las mejores soluciones permiten la recepción de datos, esto ayuda a controlar los puntos complejos de integración para preparar, limpiar, y hasta actualizar los puntos de los datos. Los usuarios no deben ser responsables de este mantenimiento.
Modelo de seguridad integrado
La seguridad en la era de la IA empresarial es un gigante dormido. No todos los modelos empresariales pueden tener riesgos de seguridad adicionales. Actualmente, con las soluciones impulsadas por voz, este abre una forma totalmente nueva de amenazas de seguridad. Algunas soluciones pueden contar con controles de seguridad integrados, pero ¿cómo lo asociamos con la seguridad integral del negocio?
Quizás la respuesta es autenticar una base de usuarios por su voz, contar con un PIN con análisis facial, pero ¿cómo se hace efectivamente para reconocer el rol, asociación, grupos u algún otro protocolo de seguridad definido según el negocio? A menos que esto ya esté integrado dentro de la solución, existirán los mismos problemas de integración, solo que en este caso relativos a la seguridad. Las empresas que puedan resolver este dilema desde el comienzo serán exitosas.
Mecanismos constantes de feedback
Los ciclos de feedback (retroalimentación) son un tema indispensable para cualquier solución de IA. Sin un seguimiento adecuado de auditoria o de validación, los usuarios nunca confiarán plenamente en la tecnología y ni lograrán su verdadero potencial. Una plataforma de IA debe contar con validez visual de los datos y de su ejecutivo, acceso a la validación de la fuente de información y hasta de los datos sistemáticos para la toma de decisiones.
Las personas a veces luchan para describir sus propios parámetros de la toma de decisiones, y llevar esto a otro nivel con mayor capacitación lo hace aún más complejo. Los mecanismos de feedback, deben considerarse de la forma más creativa posible en todo entorno.
Herramienta de desarrollo ciudadano
Finalmente, la IA es un conocimiento adquirido. Confiamos en código de expertos y en científicos de datos para definir la experiencia, de la misma manera, en que la terminología de desarrollo ciudadano se trasformó en la clave para el desarrollo del software, la ciencia de los datos sigue esta misma tendencia. La matemática y el desarrollo de habilidades continuará siento una necesidad crítica, pero también se debe brindar una nueva capa de experiencia para capitalizar la oportunidad que genera la IA. Los usuarios no deben temer de experimentar con las funcionalidades debido al desarrollo de conocimiento limitado.
A medida que la tecnología continúa innovando, los consumidores utilizan lo que está actualmente disponible para explorar las opciones. No es necesario saber cómo y por qué, solo necesitan ver los resultados. Esto es lo que finalmente impulsa la revolución tecnológica, el desarrollo del conocimiento con nuevo pensamiento crucial es posible utilizando innovación previa. Spielberg puede no conocer como funciona una cámara filmadora, sim embargo puede ser el director de films sobresalientes utilizándola. La misma noción puede aplicarse a la IA, focalizarse en la experiencia, cómo se puede innovar, y no en cómo funciona la tecnología.
La atención al cliente es un traje a la medida. Existen compañías que pueden prescindir totalmente de las líneas telefónicas; existen otras que requieren interactuar por ese medio.
what do you think The child s father became excited.Du Heng didn t pay much attention to the family members expressions.
Although Du Heng didn t believe anything about cleanliness, the moment the door was pushed open, his A chill ran down his back involuntarily.But isn t it a bit disrespectful to just press it on your head Gu Da span Half a month passed by, and Du Heng had the idea of going back.
However, he did not go directly to him, but started chatting with the people around him.The Chinese New Year is coming soon, but the situation in Xingyi has not eased.
However, today, this trick didn t seem to work. Listening to the chirping at the door, Du Heng also knew the next routine, and he had already thought of the words to deal with these women.There was no way to go on a blind date in the morning.
and the meaning was self evident. When Chu Xuwei heard this, he squinted his eyes and looked at this doctor.She knew very well that if the car was in the hands of her father, it would be the same as if it were in the hands of her mother.
So last night, he also thought very tangledly all night.Brother Gong, are you injured Du Heng glanced briefly and, accompanied by Liu Gong, hurried in to check Gong Daoyang s injury.
Arrangements. Is something wrong, Brother Fei Du Fei on the other end of the phone said in a very urgent tone, Come and take a look quickly.After the regular meeting is over, each department will bring back its own department to hold a small meeting to arrange tasks, and Du Heng starts to discuss with several leaders.
let you relax a little bit. Du Heng looked at Li Qin, who changed his face three times a second, and sighed that he was truly an actor.You see, it has been half a year since I got my driver s license, but I ve never driven a car, so how about you leave it to me to practice Du Heng chuckled, I can give it to you, but you have to discuss it with your dad.
Looking at the condition of the man s mouth, nose and ears, Du Heng concluded that the man s internal organs were definitely broken and bleeding profusely.Promotes blood circulation, removes blood stasis, and regulates the body and mind.
Wu Buwei froze slightly and immediately said, Glauber s salt is a mineral medicine, salty, bitter, and cold in nature.they criticize you from what they consider to be the commanding heights of ethics, physiology, psychology, morality, etc.
When Xu Pinglin heard this, the corners of his mouth tightened stiffly.Wu Buwei couldn t help but smile bitterly after listening to the old lady s words, Auntie, a cold is not a serious illness.
Dean Cui said the same thing just now, but what about the cost In this situation, you can t ask the family for money, right For those two sets of remains, to be honest, if the funeral home has someone to deal with them, the cost will be very high, maybe even tens of thousands, it is too difficult to deal with.
Two people went out, one in front and one behind. They all walked forward in silence, just because they each had their own concerns and because they were not familiar with each other.Soon, their bureau will issue instructions. Then he touched the cards in his hand again with his fingers, Damn, I touched the wrong one, Erbing.
This is a new sweater my mother knitted for me. Don t be reluctant, I will put a bandage on you later to fix the broken bones and arms.Li Qin returned the phone to Du Heng with tears in her eyes, Why do you think Amei Liu has such a miserable life and has such an inhumane husband Men, no one is good, women still have to rely on themselves, otherwise they will be too pitiful.
Don t tie it up anymore. The snow hasn t melted yet, and it hasn t been pressed down, so it shouldn t be slippery.This action made Wu Shengnan blush all over and became nervous, Du Heng, what do you want to do Do you know that you are acting like a gangster The little nanny who had been silent next to her was also panicked.
After Zhu Heizi heard this, he immediately began to shake his head, Forget it, I won t go, just help me put a plaster to fix it.After hearing what Gong Daoyang said, Du Heng also sighed.
We have broken up, but he is still entangled. There s nothing I can do.Du Heng panicked and quickly picked up the thermos bottle.
and continued to look forward. The first guy was so angry at the look in his eyes that he just wanted to find a place to go, but when he saw everyone looking forward, he understood that the situation was not right, so he could only shut up angrily.That s it. You have a lot of things to do. You have been to the grave for several lifetimes, but you haven t seen the one who set the mountain on fire.
Du Heng pretended to be angry, Sell it To whom Ah, if this car is sold again, it will be a third hand car.He blows and kills. It hurts. It hurts. It is allowed to fly.
Du Heng smiled, looked at the big guy and said, In the future, if you encounter children with convulsions, you can try my recipe and give me some feedback.He just looked at the roof with dull eyes. He still can t figure out why Zhu Minyan did this.
Then you can wait longer. Du Heng said casually. But Li Jianwei next to him laughed, Xiao Gu s idea may not take a few years.
He was so excited that he wanted to shout out loud.By the way, if you want to grow up, you have to eat well, so have you eaten well The child shook his head and started talking more.
It s best to get this thing settled before the application for the new subject starts in April.Top Defeat garlic post Qiao Brick Allow the pad to decay and have a vast gap Allow Ge Sangdou Send Yi Tim to Mo Zheng Yun Times Ping Dou Rainbow heat according to Tim Ji Brick Division Ju Tao Division Wen Kuai.
When there is no reference object, the changes in the entire abdominal cavity are the same from beginning to end.Even someone like Li Qiuhua who was on the verge of death, It was not like this when taking medicine.
But from the words of the eldest brother, it can be heard that their family is just ordinary migrant workers.This matter will have to be handled by their administrative department.
He just suddenly thought of a question, and he was still conscious.Hurry, hurry up and get married. The answer was nondescript, but he skipped this slightly embarrassing topic.
Why did he give me so much The sudden quiet atmosphere caught Du Heng off guard, but the exquisite man was a decent man after all.Is there any problem No, let s take the high speed rail back.
They were the ones who blocked the gun and gave Wei Kaida a chance to escape.The enlargement of the ovarian cancer and the increase of ascites made her mistakenly think that she was a normal pregnancy.
If the phlegm is excessive, it will go straight to the heart meridian.It is as if it is measured. The temperature is fast.
What Cao Binghe was thinking was that he had never seen hair growing on his teeth, and he wanted to talk to the child and ask him to open his mouth and see for himself.We ourselves also I tried many methods, including brushing my teeth, and even pulling them out with my hands, but it didn t work, and it caused the child a lot of pain.
But Du Heng, he really didn t have the courage. Who let Du Heng be a local, and who let everyone know about the relationship between Du Heng and Gong Daoyang What s more What s more, everyone is talking about it now, Du Heng and the new mayor are still classmates.Even if we get the patient s signature, it will still be very troublesome.
Du Heng put down the film in his hand, looked at the two of them and asked, How did you get this injury The delicate man thought for a moment, I m not sure, I m also Qinqin s assistant.Recently, apart from some things in the hospital, what I have done the most is the work of village doctors.
Now I m going to put a bandage on you, you have to endure it.He has also recovered a lot, he is no longer pale, but his expression is very gloomy.
Is this our hospital right. After Cao Binghe asked the question, he saw the woman s expression clearly.Yu Haiting and the other three nodded in agreement.
As he spoke, he pointed at the empty office door and said, Look at Wang Wenlong, is he an unhygienic person Judging from his body shape, appearance and dress, he is malnourished and has low immunity Du Heng said so much just to guide Han Yujian to think for himself, but looking at his confused eyes, Du Heng knew that he had failed, so he said directly, The patient s condition has worsened now, and there are ulcers on his palms.
Many of the people who put out the fire just now were burned.But he didn t delay, Get the person into the car and take him to the First City Hospital as quickly as possible.
When watching the burned ashes float in the wind, Du Heng can t help but think.What will happen to Qinqin if you leave The old man still smiled and said, It s of no use if I stay.
Du Heng didn t want to talk nonsense and returned directly to the topic, The injury is similar to what I thought.For comminuted fractures, displacements, and other third level surgeries, a normal doctor would need to perform surgery, but you can use pure manual bone setting and reduction.
Although I don t know how true it is, it is enough to make Zhu Minyan feel happy.Is it okay to just extend your hand casually Wang Shuqiu laughed angrily, but her mentality calmed down, 400,000 yuan.
Gan Yanfang smiled sweetly, not caring about Du Heng s rejection, Then I will be a tour guide for Doctor Du Well, I came to the capital to go to school when I was eighteen, and now I can be said to be a master of the capital.In addition to what happened today, it was reasonable for him to go back.
Wu Shengnan Dad hesitated for a moment, then looked at Director Chen and then at Du Heng, What if Dr.Lili, call Director Yu to see who has returned and ask an ambulance to pick him up right away.
I know the acupuncture points and acupuncture techniques, but I don t know how to use them, I don t know when to use them, and I don t even have the awareness to use them.By checking the abdominal color ultrasound, we can know whether the patient has fatty liver, because fatty liver can also cause pain.
Fortunately, it is summer, and the Chinese Medicine Clinic is located in a high position with wind, so the windows are open, so there is no need to open them deliberately.As for other things, it s up to him to do it himself.
After all, it would take him a month to take this medicine to see the effect, and he would have to take the medicine for a long time.Before his thoughts were gone, a man stumbled in, looking impatient and panicked.
You can also take advantage of this time to give you some treatment.The recovery is very good. Du Heng was very satisfied with the effect, Since now If your appetite increases and the abdominal distension disappears, then your prescription will need to be changed.
The most important thing is to stop the bleeding, but Angelica and Astragalus Decoction does not have this effect.Secretary Lu, please do your work. I ll also go to the ward.
Du Heng didn t go to find the mother in law, nor did he go to find Zhao Bin.They all knew that Du Heng had several banners in his cabinet.
Looking at Du Heng s disappearing back, their shock did not disappear with them.He has been paralyzed for more than a year. Du Heng glanced at Wu Buwei s name on the computer.
Isn t this convenient It s convenient, they are all close friends, they just need to kowtow to show their respect.As for her mother s problem, it became irrelevant now.
Song Jiaying had already given him 10,000 yuan, which was only a few thousand yuan.He left work early and went to find Zhao Xinfang. Well, that s the good thing about being a leader.
I can review when I go home at night or when I am on duty.Zhang Long looked at the team members he brought in, Look at them carefully, and if there is any problem, we will solve it immediately.
It s only the couple who can get pregnant. it has nothing to do with me.Du Heng quickly refused, I won t go, there are still things to finish in the health center, and this is not the next time.
The young man who was asked smiled mysteriously and took two steps back slowly.When I was in school, I didn t have a deep understanding of words such as shoulder to shoulder, overcrowded, crowded, crowded, etc.
It would be great if there is a good result, but what if there is no result Moreover, we brothers all went to school together and have been working in the medical system for almost ten years.Is your sweating serious It s quite serious. No matter it s cold or hot, my back always has a trace of moisture.
We just have to wait. And this wait lasted for twenty minutes, but there was no relief at all.When Du Heng spoke, his eyes were very bright, which was one of his many ways In my mind, what is in the best interest of everyone is, After we remind them and they have finished handling it themselves, we will report it to the bureau and let the bureau work with other departments to thoroughly investigate the matter.
The most famous incident was that George Washington, the former president of the United States, was killed by three of his colleagues after he fell ill in 1799.Besides, how many male teachers do you think there are in primary school now Du Heng said nonchalantly, Then go.
Du Heng once again used his own method to convince everyone.It was at this time that Yang Yuansheng s wife ran away with someone, and he gave up treatment.
The chaos caused by the noise also gradually dispersed.Blame the old lady They are looking for a car, looking for a midwife, and even looking for a village doctor.
In the early morning, I can t feel the slightest chill.They said it was caused by a cold, so I prescribed some cold medicine.
Du Heng didn t care about the right and wrong with his family.After listening to Liao Quansheng s words, the couple stopped what they were doing with sad faces, My girl s condition has become more serious in the past two days.
Otherwise, you would not come to see infertility now, but would have to carry Your husband has male dysfunction.He received treatment last year and spent a year recovering.
Minutes, seeing how much you filmed, I thought it would be an episode.That means that the current physical examination center is divided into premarital examination, maternal health care, child care, and general social physical examination, right Yes, there are some departments, but they are not important.
But we are Western medicine after all, not a system.But we cannot blindly push our seniors to the altar and become A god who cannot be questioned, cannot be refuted, and cannot be touched.
But now it is no longer the previous situation. The number of doctors alone has exceeded fifteen, and the number of nurses has suddenly increased from ten to thirty.Director Jia paused. and then nodded, Okay, I ll ask Dr.
They also prescribed sleeping pills for me, and Some drugs that regulate nerve sedation can make you calm for a day or two when you take them.Speaking of her brother in law, Du Xueting looked proud, He is a general practitioner of traditional Chinese medicine, Du Banshen, who can treat cancer.
The young man next to the girl who had been holding the girl also said in a low voice, slightly embarrassed, Honey, let s go in and talk, there are so many people outside.She felt a bit like a best friend, but fate can play tricks on people.
They are all high, and all the waist roads that used to be found are gone.What kind of bullshit logic is this However, Li Shuxun did not give Du Heng a chance to speak, and said before Du Heng opened his mouth, Brother, please tell everyone why this child became like this, so that everyone can avoid such things in the future.
If he didn t finish them, he would have to work overtime to read them.Of course, don t forget who I am. I am the director of the Maternal and Child Health Hospital.
Later, it was also diagnosed as spleen and stomach qi deficiency, and treatments were done to replenish the deficiency and neutralize the stomach.Du Heng could only go back to his home and wait for everyone to come back.
It is aimed at comprehensive rehabilitation of children s speech, hearing, body movements, etc.As the woman spoke, she reached out and hugged the child pitifully.
One general s incompetence exhausted the entire army.Without any unnecessary nonsense, Guan Bo took the information directly back to his dormitory, closed the door, and began to check each patient s information and the written diagnosis.
Therefore, he had to be careful and careful. Fortunately, his fingers were very sensitive to touch, and the woman s pain tolerance exceeded Du Heng s expectations, so the examination was completed smoothly.Dr. Zhou chuckled and said, What they want is money, but Not the face.
It s not my fault, nor the fault of the medicine, nor is there anything wrong with your body.By the time all the procedures were completed, the time had just reached twelve o clock, and the hotel arranged by Director Zheng came in handy.
It is a very embarrassing age. Then he looked at Director Gao and asked, What do you think, Director Gao, is surgery the only option Director Gao hesitated slightly, According to my previous experience, surgical resection is the only way to treat it.If you find any problems, you must correct them in a timely manner.
Why didn t you tell me. Yu Haiting smiled slightly awkwardly, but Lu Zhongjiang immediately said, This has nothing to do with Xiao Yu.Some injuries are considered to be doctor patient disputes, but there is really no need for surgery.
Then after taking the medicine today, how long will it take for it to take effect Should we wait Du Heng shook his head, I don t think it s necessary.Although it is not entirely true, it is somewhat relevant.
But the check up sheet shows that the child has a dislocated shoulder, which is a bone injury, and our pediatric department mainly specializes in internal medicine and does not have orthopedics.It didn t cost anything at all. I can t take your money.
Du will think twice. Yes. Wu Shengnan s father supported him, and the patient himself was more willing to receive treatment from traditional Chinese medicine.But this person has never presided over affairs independently, so he still You have to teach him as well as you taught me before.
Everyone in the health center knows me. If it doesn t work, I ll find a colleague to come over and accompany me.He didn t agree. You can t just drag it away. But it was strange today. No one at the store was talking to me.
Of course I knew it was a massage. I m asking you, why did you do this The patient is already in pain.Quick, CPR, don t stop. Although Dong Yuezhang has always been engaged in administrative work, he can use the cardiopulmonary resuscitation he learned in school without forgetting it.
Por Oscar Romero | Director de Ventas para México y el Norte de América Latina