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.
, las organizaciones se enfrentan a retos críticos en la gestión de sus cadenas de suministro. Andrea Brody, directora de marketing de Riskonnect, destaca que la forma en que las empresas gestionan el riesgo hoy es fundamental para adaptarse a un entorno inestable que, según muchos líderes, no se estabilizará hasta después de 2024.
El crowdsourcing está redefiniendo la forma en que las empresas manejan las devoluciones, ofreciendo una solución que no solo facilita el proceso para los clientes, sino que también mejora la eficiencia y reduce costos. Al adoptar estas innovaciones, su empresa puede transformar las devoluciones en una ventaja competitiva, incrementando la satisfacción del cliente y fortaleciendo la lealtad a la marca.
A través de estas apps los usuarios de GM México tienen acceso remoto a la info de sus vehículos mediante sus smartphones con el mismo usuario y contraseña del Centro de Propietarios.
Ye Tou er, there s an order from above for us to keep watch all night.nothing. All right Once the test fails, even if there is a beast cage, the national treasure cannot be brought to other worlds.
Therefore, through such a comparison, we can see the gap between the two worlds.If you don t run away, I won t run away. I m chasing him.
What was the point of causing trouble for himself Isn t that something purely wrong However, Su Ye also understood Wang Mingyang s current mood of worrying about gains and losses.The Understanding the Benefits of Zen Leaf CBD Gummies for a Healthier Lifestyle
national treasure was rolling on the ground in the yard.
Chen. He should Gummy Army Men: A Delicious and Fun Candy for All Ages (cDpJK)
have been looking forward to being interrogated.When everyone thought that the general had suppressed the rogue bandits and the storm had passed, they did not realize that the wind was still blowing and the rain had not stopped.
Grab my legs and I ll fly with you. Su Ye said Which leg is it Feitian Yaksha looked confused It was just a joke, there is no sense of humor.Generally, one plant of shade purple dill has between five and seven fruits, and it is easy to dig out the Managing Type 2 Diabetes with Type 2 Diabetes Gummies: A Comprehensive Guide (SyxTc)
rhizomes.
This was naturally caused by the previous battle, but what surprised Su Ye was that there were many undead around, digging there.Suppress Without saying a word, Luo Qingqing waved ink in the air, and then the word suppress appeared and fell The Ultimate Guide to the Best Diet to Lose Menopause Weight
towards the black shadow.
They did not give lectures to people, but took people to visit Bailu Academy every day.That is, after seizing the ship, you find that there is no goods you want, or the goods are lower than expected, Where to Buy CBD Gummies: Best Places to Purchase CBD Gummies Online
and you immediately change hands on the spot.
Soon, the two entered the room, but they couldn t help being dumbfounded.There is a hill made of piled rocks. There is a bluestone tablet on the top of the hill.
In the world of the Undead Prison, I wonder if the Rakshasa clan is making trouble.Scholarship sponsorship requires the joint sponsorship of three celebrities.
It s remote, boring, far away from the city lord s palace, and it s hard to get promotion opportunities.You yourself are from Egret Academy, so you also want to be from Egret Academy Yes.
Therefore, it was concluded that the fourth prince was the person behind the scenes.It seems like we re getting close to a certain distance Su Ye murmured.
Looking at the female test armor on Li Yuxi, Luo Chen pointed to the purple Bio Green CBD Gummies Reviews: A Comprehensive Guide to Natural Relief (gKIGk)
mist pattern on it Did you put these patterns on yourself Yes I think the black and purple are too monotonous, so I just let The caster added some patterns on it, how about it Does it look good Li Yuxi said proudly.He felt that what Understanding the Benefits and Reliability of Earlybird CBD Gummies
he was holding was no longer a knife, but a waterfall and a mountain boom At a certain moment, Luo Chen suddenly heard an explosion in his head and his body trembled.
He did not expect that this was the Minister Wang who asked Qin Fei to protect Wang Rengui at all costs.You should seize the opportunity. Four pieces When everyone heard this, their eyes lit up, and they couldn t wait to see what kind of treasure it was.
He turned around and was about to leave, but a voice came from beside him.Cao Gang disciples and members of the Zhao family rushed out to meet the enemy, all naked.
then swung the spear, and hit Akihito hard when he was about to fall to the ground.His face suddenly turned red and he hurriedly lowered his head.
A few minutes later On the carriage of the old shopkeeper, the four old shopkeepers Shentu, Canmubai and Luo Chen faced each other and sat cross legged.Whoa Whoa
Before Cao Yun could make any move, a figure suddenly flashed on the roof, and seven or eight black clad Law Enforcement Hall disciples appeared.
Therefore, Ziwu Villa did not cause much trouble because of the arrival of the innate powerhouse.But Li Ge was in a hurry, and hurriedly turned his head to look at Where to Buy Keto Plus ACV Gummies: Unlock the Power of Weight Loss with Shark Tank-Approved Gummies
the attic of Longwei Escort Agency, only to see Luo Chen standing against the railing, still expressionless, looking at the two people on the court indifferently.
Luo Chen had previously I m still a little confused, but after confirming again and again, I finally know what s going on.Several deacon disciples registered various tasks for the disciples without touching the ground, and they were so busy that they were sweating profusely.
The high ground was raised and it was attacking the dragon crazily.He also wanted to let Chu Yang know that in front of him The consequences of insulting his father in front of him.
In just a moment, the old shopkeeper and Shen Tucan next to him were stunned and almost forgot that they were in the same place.Master Luo While Luo Chen was thinking, Xu Huang, who was running behind him, shouted and said seriously This direction deviates too much from the direction Best CBD Gummies 2025: Top-Rated Products for Anxiety, Sleep, and Pain Relief
of the water source.
What the hell After searching for a long time, I couldn t find a single word Lights Out Sleep Support Gummy: A Comprehensive Review of the Ultimate Sleep Solution (WekNk)
At this time, Yin Shanyue threw down the last fragment of bamboo slips and patted the dust on his hands with a curse.But Mu Lao didn t care about this. He directly picked up the second thunder and flew into the sky.
Obviously, this move consumed a lot of her energy. Huh Luo Chen saw the purple shadow flashing in the air, felt his brows being locked by the Qi machine, and hurriedly retreated.Seeing the on the tip of the stalactite, Wen Yue was overjoyed and walked forward quickly.
Looking at Zheng Xiaoliu s back, Luo Chen smiled. He was indeed the famous thief under the moon, and he was indeed the most alert in the dark.Kill out Looking at the densely packed blood ants clenching their teeth and crawling towards them quickly, Yin Shanyue s scalp went numb for a while, and she dodged towards the entrance of the cave.
It s been almost five years since I left the clan, and she hasn t even sent me a letter.Grandpa said it was too difficult, and it was just a low level spell, and no one spent the energy to practice it at the top Earthmed CBD Gummy: Reviews, Ingredients, and Benefits - Expert Guide
level.
The remaining part of the Puppet Shooting Technique in the jade slip is Song Pei er s method of making a straw doll to control Lu Ying.They agreed to meet in the square early this morning.
The strong and sharp sword energy in the wind made Jiang Yuebai s face turn pale.Tao was also pitiful. She had a high fever and didn t survive it, so she passed away.
Walking from the trail onto the main road into the village, Jiang Yuebai s scalp tightened when he saw the corpses stuck on bamboo poles on both sides of the road.They discussed tactics in front of the sand table together, and competed in spear skills under the moonlight.
I will never do this to apologize. Regarding her affairs, if you do this again, I will
Ah Yue Qi Ming suddenly appeared, walked quickly to Qi Yue s side, and said to Zhang Biao calmly My girl is young and ignorant, no offense intended.At the same time, among the three heroes of the Kong family, the handsome third brother who always kept silent and had an indistinguishable gender was being chased by vines and ran in the direction of Jiang Yuebai.
Guo Laohei, I m not done with you Zheng Li got up and activated the magic formula.The same is true for the way of refining weapons. Runes must be carved on the magic weapon.
The collision of thunder and fire causes an explosion.Xiang Tian, I am willing to die for you, but I still want to say that you can t keep that girl Jiang Yuebai, she is just a little wolf cub, I won t be wrong.
Mo Baichun Immediately handed over the Jianxiao puppet, the Silk Control Technique jade slip and a Discover the Power of Bio Core CBD Gummies for Natural Relief
thousand middle grade spiritual stones to Jiang Yuebai.Water refining is slow and fire refining is fast. Each has its own pros and cons.
If other people in the Internal Affairs Hall are as capable as you, I will not have no time to practice in seclusion.Ugh Across the pit, Zhuo Qingfeng pressed his bloody chest and spit out a large amount of blood.
I won t call you uncle after you have established the foundation.Now everything is fine and I have become an inner disciple.
The cool breath dispersed the hot air outside, and Jiang Yuebai saw a very spacious underground space.Tao Fengnian turned to face Jiang Yuebai, Putting his hands on the wooden box, he said quickly Stay in the formation and don t move.
Unexpectedly
they actually attracted hundreds of fans to them
After seeing these fans giving this documentary good reviews, the office instantly erupted with excitement.This mobile phone, called Hua X1 , is the oldest model of Yaohua.
Then what do you mean Talent like Zhang Sheng is rare.It is estimated that all business in India will be cut off.
Regardless of family environment, some people are born smart and learn everything quickly.I ll chat with you when I m done At the same time, please complete the information and we ll register an official Weibo Early morning.
You cooperate with Meijia Integrated Ceiling and are promised various benefits
Remember, you must be both aboveboard and sneaky. You must grasp this degree If other colleagues know that only one Meijia Integrated Ceiling cooperates with me and gets Winter Weight Loss Guide: How to Use Vinegar for Shedding Pounds
various benefits, then they will isolate him and he will become a target, and then
Meng Shurong s eyes lit up Inside Your Snack: The Key Ingredients of Keto Gummies
Yes Remember, a traitor is the most hated when he is on the path of an alliance When you give him benefits, you cut off the way for him to unite with other peers.
Ah When Tudou was writing his first novel, he was in high school and not in college.Haha, Mr. Zhang The eighth update has been delivered, 500 monthly tickets for additional updates You panicked at that time.
He was worried that there would be no way to deal with it
but now that we are on the cusp of the storm, he must think about messy things.Terminate the contract Zhang Sheng, if he thinks about it again, you hope he takes the wrong path You said later that even for people like Zhang Ziwei and Mr.
Stop looking, everyone is gone
Gu Jiangyan glanced at the girl with a stern expression.It can only be an Top Exercises to Lose Weight at Home: A Beginner’s Guide
experiment at most. If something goes wrong, the loss can be stopped in time.
At this moment, he had the same admiration for Prime CBD Gummies for Healing: How It Works and Reviews Unveiled
Zhang Sheng as Elaine, and at the same time he also had a bit of respect
So, today, I can see you. I m honored, I feel like I opened a door
Before Zhang Sheng finished speaking, he heard an untimely sob.He only knew that he was going to college, but he never knew which university he was going to.
Workers carefully packed boxes of batteries in isolation boxes and put them on the trucks.The studio can be affiliated, but my How Often Can You Take CBD Gummies: A Comprehensive Guide (yKkQJ)
company knows that it has a business cooperation with Shengshi Entertainment.
They Starlight Future have put a lot of effort behind the scenes and bought many resources.People s confidence is hit, and finally they are looking forward to it again.
It didn t take long for the few people he had just met to start calling themselves brothers.They don t have the ability to make the media explode, but Starlight Future does.
The blackboard on the screen had these words written on it.If there is anything you need to buy, such as a washbasin, quilt, toothpaste, toothbrush, etc.
When a weak person who is extremely unlucky meets an even weaker person who is even more unlucky than himself, he will often get some value of his existence from him and a vague sense of accomplishment.During this period, the only people who can stay are the own people of a certain faction, the ones who have better control
Zhang Sheng stopped talking
This is just your guess. During CBD Gummies for Hand Tremors: A Comprehensive Guide to Relief and Treatment Options (UFUGz)
the National Day, our company s losses have exceeded 300 million
and no one knows whether the company can withstand this wave
Xu Shengnan s expression was calm, but he exuded a An indescribable air of chilling.
Sister, sign this contract
you need this contract Okay, okay, sister, sister, oh, you young man
you have come to my door so many times, I even wonder if my gas stove was secretly damaged by you
How is that possible , Sister, am I the kind of despicable person who breaks your stove for business Hey, who knows, there are so many glib people Understanding the Benefits of Airy CBD Gummies for Enhanced Well-being
like you, haha
Summer Can Diabetics Take Gummy Vitamins: A Comprehensive Guide (UawfY)
is really not a good season. Although night falls and the evening breeze occasionally blows, it is still risky.
Por Oscar Romero | Director de Ventas para México y el Norte de América Latina