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.
Con los cambios que la ley federal establece, los productores y procesadores de alimentos están en primera línea aceptando una responsabilidad significativa por la inocuidad de los alimentos.
El flujo de migrantes calificados ha contribuido a un ligero descenso en el promedio total del índice de este año. Es la primera vez que se ha reducido el promedio general del índice desde la primera edición en 2012.
El ElitePOS presenta un diseño modular impresionante, distinto a las terminales POS de gran tamaño, tipo caja, que se utilizan de manera común en las tiendas minoristas.
Ah, this.I think I bought it for everyone as a teacher.His uncle tugged on Tan Su s sleeve, signaling him not to agree.
Seeing that Yu Cbd Gummies Baton Rouge Zboz 8ui7 Liao didn t answer him on the stage, Su Ziyang directly broke the spiritual power shield of the Hairpin Conference, and was more angry at her fear of her skills.With a flip of the fan in his hand, the soil that had just been covered by Tan Su was instantly overturned.
However, she didn t see the deflated expression of Qin Su that she imagined.Yu Liao completely gave up the idea of going to see Su Ma er after his words.
Master, I didn t let you fail like this when I was your apprentice, right He said with a look of aggrieved, and secretly lowered his eyes and didn t look at her after speaking, as if he had been hit.Yu Liao sipped the tea in his mouth lightly and said, Ah Su, I just asked you to pay attention to Gu Jia s skills, and I didn t let you risk yourself.
Huai an Town was remote and didn t have much time to play.At this moment, he was lying on the roof, and a group of people holding torches stood in the yard below, who looked like townspeople.
However, he closed his eyes slightly and shook his head, and the next moment he stabbed forward with Yujian as usual.It s a matter of long term considerations, as well as your junior brother, everyone wants to leave after the hairpin meeting.
The stone in the cave was too stiff, and the color was not very good.Shopkeeper, don t you welcome business As he spoke, Gu Jia shook his fan and shrugged at Tan Su The shop you mentioned, the senior sister, doesn t seem to be very good.
Although she had said earlier that A Niang s mother was also her A Niang, it was the first time they had met under such circumstances, and it would be a lie to say that she was not nervous.She never makes things difficult for you.Where is my daughter Chen Yuanwai said when he saw her just staring at him and wanted to strike again.
This is a grand ceremony of joint registration passed down from generation to generation by the disciples of Wugou Mountain.Come out, you people who practice immortality and Taoism all day long, the silver taels we pay every year, and this time we have paid out so much silver taels, why don t you Cannabis Gummies Ohio A Comprehensive Guide To O0xcskcz Recreational Edibles Ibraj 75im save our children.
This person deliberately made the sound of footsteps at this moment.He passed the food box in his hand to the master beside him, Yu Liao also caught it, but her other hand still pressed Tan Su s right hand holding the sword.
A group of people on the opposite side approached them, and when they approached, they seemed to be talking face to face.In the end, I can only use one sentence If one day we really become opposites, I will formally bid farewell to the name Gu Jia.
At this time, Chu Xuwei appeared again and introduced Du Heng to everyone in a very grand manner.Dean Du, I would like to ask, is it Finding Restful Nights With Cbd To N0j01e Sleep Gummies A Comprehensive Guide Xhqgl N3x9 okay if I let my child continue to drink your medicine while undergoing chemotherapy Since you can t choose, do you want them all Du Heng directly rejected Zhu Fanzhong s idea, Impossible, you can only choose one treatment method.
The same goes for Yu Haiting. The main reason is that he does not care about money.Looking at Zhu Minyan who was about to cry with joy, Du Heng said again, Don t get too excited yet.
But as soon as he raised his head, Cao Binghe s low voice sounded next to him, Doctor Du, you have been so handsome these days, which relieved a big knot in my heart.Give the internal organs a time to adapt to the buffer.
Du Heng could not help but shiver, and his head suddenly became much clearer.
More importantly, in the lost lake, he seemed to have stepped on the air, and his whole body fell weightlessly, and his heart tightened severely.Gong Daoyang met the firefighters, and Du Heng walked to the ambulance from the First City Hospital.
if it weren t for the sake of my father in law, do you think you can just pay five thousand yuan Why don t you think you can improve your memory Now you still dare to prescribe medicine to others.Who should I ask to claim her Wu Shengnan Du Heng was also annoyed by Du Heng s attitude.
Prescriptions for promoting blood circulation and dispersing blood stasis are best suited to each person.Then you can find more tumor patients for Dr. Du. Don t do it. It s too obvious, so let Xiao Cao and others learn the essence of that prescription as much as possible.
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.And Du Heng also kept his promise. At the Medterra Cbd Thc Gummies 0ecf Q6d7x4it beginning, he would come over every two hours to check on the child s condition and then give him some medicine.
Yu Haiting showed a suspicious look. He recognized and even admired Du Heng s medical skills, but this was limited to internal medicine.But Li Jianwei s straightforward reply made Du Heng stunned Blood Lnajnhvu9 Cbd Gummies C0m0 for a moment, Will this work Li Jianwei s eyes widened, Why can t it work You don t have to worry about this.
Zhang Xintian was also helpless. He didn t know what was happening on the other side.Du Heng felt that his brain hurt. This was a hundred times Can You Get 2kng5v0 High Off Cbd Gummies 9enz harder than thinking about the patient s condition.
Except for three days of duty, I was drunk the rest of the time.Head, said dejectedly, My student won t come, she will be treated in Jinzhou.
Fair, just, open, don t give them the chance to say we cheated and went through the back door.As long as it doesn t affect himself or the development of the health center, he can do whatever he wants.
The author has something to say Come on, come on I cheer for myself It was impossible for Qin Su and Gu Shuhuai to react, because a group of people around them rushed towards them.Speaking of this, Tan Su raised his head and glanced in the direction of the master.
My red swallow was taken by you, Master.Meng Xun Plus Cbd Relief Gummies Review A Comprehensive Analysis 1fku Of Efficacy And Benefits Wffnv Tj3v also glanced at the sword in his hand The sword, his sword is called Xun Dao, and it was also taken by the master at the beginning.The shopkeeper put away his hand on the abacus, cupped his fist and said in a raised voice, Ah, yes, this young master is right to remind you.
Said You even want to sell Su Ma er for the second redemption night, Miss Su, do you think this girl can t draw her sword if you call her a girl Narrowing his eyes slightly to look at Su Niang, Gu Shuhuai next to him also looked at Su Niang and Su Yan behind her as if watching a play.The two leaders on the opposite side glanced at each other first, and the man who shouted at first walked a few Tommy Chongs Cbd Reviews F8w48 A Comprehensive Guide To His Cbd Products Ihccv 2z9m steps towards her and sneered Your disciple injured my young master Su Mu of the Zeyang faction like this, and his The Benefits Of Beets Gummies For Blood Zl6fs3g Pressure A Comprehensive Review Sgrxv 4ixp attack is so vicious, you As a master, you will know that the hairpin flower meeting will be held in a few days.
Now that he does not have a spiritual altar, the spiritual power in his body is gradually swallowed up by the hostility of the demons.Does he still feel that he is not strong enough If he really felt this way, then he would not give those ordinary monks a chance to survive.
Su Yan er nodded to indicate that she was completely recovered, and then Asked curiously Who are you with I just walked through several rooms with the second senior brother, and Cbd Gummies I9i5 And Drug Tests Fchx there was no one there.Only then asked Will I need it Master Taoist, what kind of elixir is it for The author has something to say OOC is not responsible for the small theater Master What the apprentice said is very reasonable but weird.
Therefore, if there was no Gu Jia in this match, there would be no disciples on the stage who could compete with her eldest disciple, and this match would be Qin Su s only show.Under this environment, there are naturally disciples who are greedy for life and afraid of Cbd Gummies Show Up On Drug Test A Comprehensive Guide To Cbd And Drug Ycoyt0c Testing Khghh Al70 death in Wugou Mountain.
After finishing speaking, Qin Su glanced at the white gate, and took the lead to knock on it.Brother also agreed at the beginning, did you forget this Chen Qi said directly from the side.
As Su Mu paused for a moment, he deliberately opened his voice and continued As we are facing The guardian of the human world is Gummies En How C8ua1iw5 New Yorkers Overcame Anxiety In 2025 With The Help Of Cbd Gummies 8v67 threatening to let this new Demon Lord go.He took the initiative to attack several times, but the opponent seemed to make it clear that he wanted to consume him, and it was just a defense.
The four of Meng Xun and Gu Shuhuai looked at the six people who were fighting together.Who is your master After saying that, Su Mu glanced at Yu Liao below, stood up and walked towards Tan Su.
Gu Jia squatted down next to Yuanwai Chen, who was lying dead, and waved his fan a few times with a smile on his face.She couldn t help being curious, she poked her head out again, and no one paid attention to her side.
Yu Liao s flirty words were a condemnation of Gu Jia s attack on Tan Su in the bamboo forest.Although she didn t know what happened, it made Qin Su lose her usual appearance, and now she was even more angry with Gu Jia.
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Du Heng and the others arrived at Liang Lihai s house as quickly as possible.Wu Buwei is now qualified as an assistant. However, there are still some shortcomings in Hemp 89yugy4s1 Gummies Yummy Cbd Gi2p dialectical use of medicine.
At this time Wu Buwei spoke, Brother, if we can t do it, just stay here.There was a sense of pride in Wei Kaida s tone. How can we call Dr.
Lao Song had the heart to be a leader, but he did not have the consciousness and courage to be a leader.Perilla is also called perilla leaf, perilla leaf, and red perilla.
I ll wait until I Cbd Nouuxphw Gummies Revive Dmqb get the right opportunity to ask, but I d better consider what car to buy first.There are so many books on traditional Chinese medicine, and many diseases have different explanations and explanations.
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Therefore, village doctors have not been eliminated by the times.Instead, he was about to leave and contact the operating room.
Because his system has shown again that a valid case has been completed.The outpatient doctor in our district hospital can only do it non stop all day long.
Village doctors are at the lowest end of the national medical system.Wu Buwei blushed, Listening quietly, not daring to speak.
Xu Pinglin smiled and stretched out his hand with some excitement.Mi introduced, I was sent to the Second Hospital of Jin University on the same day.
The aunt finally got the red hat that she had been longing for, and smiled.Everyone in the hospital is related, and they will all be transferred out in less than two years.
He studied subjects related to Traditional Chinese Medicine, and he didn Better Delights Jfwe7p Cbd Gummies Fi5x t understand them very well.Dong Yuezhang said it very casually. In his eyes, this matter is really not a big deal.
Before they even sat down, you came in. Your uncle is right, he is your elder, you You can t talk like that, it s rude, apologize to your uncle.I made a note of Doctor Du. Although Du Heng said It was very verbose, but Bao Mi still felt a little grateful, Doctor Du, I would like to ask, does my father not need acupuncture Acupuncture is the best, it can speed up the patient s recovery.
Du Heng wanted to read a book, but for some reason, he fell asleep while reading it.He can t handle Du Heng s tossing. Three grams per dose is enough.
Hey, this kid is so awesome. He won t answer me. He turned to look at Dong Yuezhang and said, Old Dong, you are just in charge of professional title matters, and you have already said it, so you must be clear about it Dong Yuezhang was mysterious.The secretary Puncak Cbd Reviews A Comprehensive Guide Px418w To Surabayas Premier Apartment Complex Eoqtd Hgxj is domineering. Du Heng gave Lu Zhongjiang a big thumbs up.
My classmate usually likes to joke. Xu Pinglin smiled and expressed understanding, It Earth 2uwjc4nu Essence Me Cbd Gummies Review What Do You Need To Know D0zu s normal, we are all young people.To be honest, he felt guilty. He should have followed up on these patients and continued to treat them.
Thinking about it now, how good a rural doctor can he be It s impossible to go to the health center to stay.He desperately wanted to hear Du Heng s praise. Du Heng was not stingy and gave him a thumbs up, Very good, keep up the hard work.
Orthopedics doesn t just mean that you just put the broken bones back together.Please help her. Liang Lihai told Du Heng about the situation just now.
Por Oscar Romero | Director de Ventas para México y el Norte de América Latina