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 pirámide es un marco simple que ayuda a las organizaciones a argumentar cómo y por qué podrían y deberían cumplir con sus responsabilidades sociales. Intenta equilibrar los intereses propios de las empresas (ganancias) con su objetivo más amplio y virtuoso de ser socialmente responsable.
VeriTran, a través del servicio VeriTran Mobile Payments, brindará soluciones que permitirán a los usuarios de Visa contar con una billetera virtual segura en sus dispositivos.
Las cadenas de suministro involucran piezas móviles complejas y dinámicas. Para mantenerse competitivo, debes crear un sistema flexible que pueda adaptarse a las interrupciones, aprovechar
The underworld beast has iron chains tied to its body.Currently, the two most powerful ghost kings are recognized as the ghost king Rakshasa and the ghost king Yu.
Here you are Didn t you say something happened a while ago Yeah, it s done.I heard that his majesty of the Yuan Dynasty was very happy and believed that the appearance of this object was a good omen.
With the birth of divine thoughts in it, it constantly nourished the divine soul.I don t want people to ask about ghosts and chiefs.
Chishui Academy and Egret Academy were old enemies, but Guan Longzhi snorted without saying a word and took the identity card from Su Ye s hand.However, because it is very expensive, it only became popular among wealthy businessmen, nobles, and dignitaries.
Huh Su Ye glanced at the other party and said, Wait for me The poor man nodded and said, Yes, our boss asked me to wait by the bone pit.Before we went to Yunyi City, something happened in Qinggang City.
Boy from the Su family. At this time, shouts came from outside the courtyard, and then Diplodocus kicked the door in.This year is different. Tian Baoya is practicing sword copying.
However, as soon as he got his hands on it, Su Ye knew that he was wrong.In ancient times, this kind of magical power was also called the art of speech and spirit.
Okay, the food will be here in a minute. Watching the waiter leave, Su Ye touched his chin, and he seemed to be making money again.
In the shocked and envious eyes of everyone, the ninth level giant whale swam to the shore of Huangsha Island, and its huge body touched the beach, shaking them all unsteadily and staggering.By the time he realized it, his soul was already damaged Looking back at the lightning that seemed to have the power to destroy the heaven and the earth, Su Laomo had no time to put away the blood transforming flying tobacco bottle, and it shattered with a bang As the blood turning smoke pot shattered, the sea of blood rolled back In an instant, the entire sky above the Demon Flame Palace was filled with bloody wind Su Laomo was shocked He hurriedly retreated, and the main hall of the Demon Palace was instantly corroded and collapsed Chase Don t let him Hempified CBD Reviews: A Comprehensive Analysis of Benefits and Effectiveness (GkVys)
run away Ye Ling gave the I Tried VitaZen Labs CBD Gummies – Here’s What Happened After!
order and immediately took up the Evil Killing Sword Light.
With a greedy look on his face, he chuckled and said, Master Mu, can you give us this batch of top grade nectar pills Ye Ling nodded, and with a wave of his hand, all twelve top grade nectar pills floated towards us.However, he had not seen the phoenix yet. The location of Lulingzhuhuanxiancao.
Huixing Pavilion is not there, it is in the west of the city Come, I will take you there.Ye Ling scanned it with his spiritual consciousness and found nothing out of the ordinary.
His intention to harm others is obvious After hearing this, the devil thought in his heart.Seeing that it was only dozens of miles away from Luofeng Mountain, Ye Ling took a piece of spiritual grass brought back by Huang Yu Yao Ling and carefully identified it.
At the bottom of the cirrocumulus clouds, there was an aperture like a teleportation array, making the entire Nanshan Mountain look extremely strange.When these monks saw the huge ninth order giant whale, they were afraid to avoid it, so they all stayed away.
Chu Yan s move shows that this woman is quite scheming, just to win CBD for Pain Gummy Nearby - Best Relief Options and Stores
over him to prevent him from siding with Wei Tong and unbalancing the situation.Unfortunately, its body was too big to squeeze into the square hole, so it was put into the spirit beast bag by Ye Ling.
Hongtang secretly rejoiced The master is Understanding the Benefits of Bluebird Botanicals CBD Gummies for Overall Well-being
so generous, he is ten thousand times more powerful than the little witch The sisters finally have a good life.The journey there and back was long and dangerous, and whether or not Fairy Youyue could be invited was a matter of uncertainty.
Jinjia Yaksha was defeated. I think Analyzing Regen CBD Gummies Reviews for ED Treatment
after this battle, the nearby East China Sea Monster Clan has restrained a lot and will no longer invade in large numbers.Instead, it fell straight towards the island and turned into a fire dragon with teeth and claws Roar The red fire green tailed leopard roared again and pounced on the fire dragon first Ye Ling could clearly see that the fire dragon transformed from What is EarthMed CBD Gummies: Benefits, Reviews, and Science
the catastrophe looked like a shadow of a beast soul, but it was actually filled with violent fire aura.
It opened its mirror like whale eyes and stared at the sea ahead with great vigilance.I wonder if it will be corroded and broken by the venom Ye Ling thought for a moment and ordered the ice butterfly to freeze the golden arrow, and then used venom to temper the ice arrow.
Everyone suddenly realized, and following Ye Ling s advice, they all jumped on Wang Shiyuan s seventh level wind sculpture and flew over the wasteland.No longer afraid of the soul beating sound, he flew towards Ye Ling and the Winged Fire Witch Although the middle stage Jindan barbarian warriors behind him did not have the talent of Young Master Canglang and could not transform into tribal totems, they were inspired by Young Master Canglang and rushed forward one by one despite the pressure of the soul beating sound.
He pointed Finding the Best Power CBD Gummies for Sale: A Comprehensive Guide (dquAn)
at Lin Qingcheng, who was disguised as Fengzu of the Immortal Sect, and asked curiously Sister Qingwan, who is she Could it be the daughter of your Huixing Pavilion Shopkeeper Yu Ming She looks so coquettish in this look and outfit Hearing this, Feng Zu glared at Siko Tingyan fiercely, and in full view of everyone, he walked to the left side of the main arena.
Zhuo Yunhe added Well, usually, Tianfeng Canyon will be open for half a day when the wind is calm and the clouds disperse, and then you will be safe and sound.In addition, the Ice Butterfly, Red Fire Green tailed Leopard and two golden elixir fish monsters often visited Dongsang Island.
She muttered Even so, Brother Ye is far away from the tribe.you can pretend to be the envoy sent by Fairy Youyue.
It seems that their purpose was to destroy Zhenghai.Only the red fire green tailed leopard pretended to rush out, and then looked back Discover 10 Natural Ways to Lose Weight Without Exercise
at the evil star master cautiously.
When he caught a glimpse of this scene, his expression changed drastically Others may not be able to recognize the Heavenly Tribulation Thunder Best Keto ACV Gummies to Try in 2025 for Weight Loss Success
Dragon, but a strong demon cultivator like it, who has half a foot in the transformation stage, not How Long Does a CBD Gummy Stay in Your Urine? | CBD Gummy Detection Time
only recognizes it, but has also experienced the bombardment of the Heavenly Tribulation Thunder Dragon, and is still frightened to this day The demon generals who are attacking the Ice Sword Formation, listen to the order You must retreat quickly Don t provoke this person Get out Golden armored Yaksha shouted sharply, knowing full well that he had ten demon generals under his command, and demon generals of the eighth level and above were going to fight.
Seeing everyone s crazy looks of envy and jealousy, Ye Ling remained calm, as long as there are people who know the goods This purple star longevity fruit was obtained from a small piece of purple star branch Exploring the Magic of 2025: Why Does Apple Cider Vinegar Help 1,000s Lose Weight Effectively?
in the storage bag of Corpse Shadow Puppet, and he planted it in the spiritual field of Zhai Xing Cliff in the Immortal Mansion A purple star fruit tree can only produce a few top grade purple star longevity fruits, which consumes a Does CBD Gummies Show Up in a Drug Test? Understanding the Risks
lot of field energy and adds more than a hundred or so high grade spiritual stones.
Leopard, Zai , I ll give you a ride As soon as these words came out, everyone was shocked Although the female disciples of Feihua Sect were surprised, they thought that each of these golden Is NuFarm CBD Gummies a Scam? An In-Depth Review of NuFarm CBD Gummies for Anxiety Relief and CBD Oi
elixir spirit beasts could understand human language and had developed their spiritual wisdom.The barbaric cultivators who came down from the mountain just head towards the deep valley If these people insist on getting close, the catfish demon and the green black fish demon, you two, chase them away Yes I will obey the order of the Lord The green black fish demon He picked up the mace, made a loud The Health Benefits and Uses of CBD Gummies
promise, walked to the left and right of the catfish boss, and walked behind the team, Say Goodbye to Arthritis Pain with the Strongest CBD Gummies for Arthritis: A Comprehensive Review
looking back at the mountain with eager eyes from time to time.
Fortunately, they only want to earn spiritual wealth.In the end, Ye Ling had everything ready, drew 10 mg Gummies CBD: Ultimate Guide to Benefits, Dosage, and Reviews
many complicated and difficult to understand runes with his fingers, and entered the trap, leaving Wang Shiyuan and others stunned.
All the boxes were filled with dirt and contained no cargo at all.However, in Exploring Which Areas of the Body Shed Weight Most Rapidly: 5 Tips to Keep in Mind
the world of the Prison of the Undead, spiritual crystals are extremely precious things, and can even be said to be coveted
On the one hand, the undead have no physical body.
Then
Su Ye Looking at the alchemy furnace, Su Ye was dumbfounded again.Essentially, everyone is practicing. There are also more big bosses, so only the cultivation resources are available.
Are you hungry Su Ye said and glared at the national treasure.Su Ye wouldn t dare to swallow such a weird thing anyway, but the woman didn t seem to care much and couldn t help but lick the corner of her mouth as she looked at the giant bear.
Rubbing his eyes, Su Discover the Power of Synjardy: 7 Ways It Can Help You Shed Pounds
Ye knew who it was without even thinking.Cultivation is not about creating the spiritual sea and soul, but stimulating one s own potential and letting the spiritual sea and soul follow.
Admission to the four major academies is not a simple matter.At the moment, Su Ye s bones have been completely transformed into jade.
Shopkeeper Rong also said Then he laughed Don t worry, I will definitely handle this matter to Mr.It was a small snow white beast, or, to be more precise, it should be a snow fox, with only a small patch of black hair on its forehead, and it looked extremely beautiful
It s the Exquisite Snake, and it s the Snow Sky Fox.
This ability to control swords is also available in the Great Wilderness World, but it must be at least at the peak of the ninth realm of the spiritual stage, or even the cave heaven stage to be able to use it.After returning home, Su Ye entered the house, closed the doors and windows, and put the sealing charms on them.
It can form invisible objects when worn. The aura curtain is used for defense.This obviously doesn t work. The reason is like the Great Wild World requires at least the strength of the Golden Core Stage to fly with a Garden of Life CBD Gummies: A Comprehensive Review of Hemp-Based CBD Supplements
sword, and there are not many people in the Golden Core Stage who are really willing to fly with a sword.
Su Ye s spiritual energy will soon be exhausted. To put it more directly, this thing seems to be able to adjust its use through aura, but it is somewhat inferior.Well, you said that His Majesty Just CBD Gummy Review: A Comprehensive Analysis of CBD Gummies for Sleep, Pain, and Anxiety
didn t think about how to deal with this matter for a while, so it was delayed for a few days.
After all, there is someone in his hands. As Su Ye spoke, he stretched out his hand and wiped it on his neck.You go ahead. The woman smiled How Long Does It Take for CBD Gummies to Work: A Comprehensive Guide
and said, Okay, sir, wait a moment, I ll be ready soon
Shark teeth with dragon blood are indeed good things, so they attracted Su Ye s attention.
Zhang Quan picked up a document and said, But the registration information did not indicate this.Its value can be imagined. In the world of Yanling, the first grade Xuantian is called Tiancao.
This is enough. Big shots naturally have to care about more things.But as soon as he arrived around the bamboo pieces, the cannibal was shocked.
In an instant, there was a mess all around. The earth shattering sight was The Benefits and Reliability of Makers Brand CBD Gummies: A Comprehensive Review (vwdmp)
truly terrifying.The main purpose is to practice skills. For example, if you want to make a flying sword, how long, how wide, how thick it is, and then forging it after practicing, the success rate will definitely be much higher.
Su Ye scratched his head, this solution was too easy After all, the Black Skull s cultivation level at the fourth and fifth levels of the Foundation Establishment Stage is not much inferior to that of Su Ye.Secondly, the difficulty of entering Chuhe Academy at night will definitely not be lower than invading the homes of those dignitaries.
Seeing Xu Lingling, whose delicate body was trembling, her pretty face was as white as snow, and her beautiful eyes were full of tears, Lu Yu felt speechless and a little funny.With Scarlet Flame Pavilion blocking them, they would not be affected by the aftermath.
If it weren t for the important matter of Scarlet Flame Pavilion and Liuyan Huanzhu, she would have to deal with this intrigue if she didn t want others to take advantage of her.To be able to become a god at five hundred years old is already an incredible genius in the wilderness Even for talented people like Lian Peng, Lianyun Gou Rui, it is extremely difficult for them to become gods at the age of two hundred However, for the Genius List, even entering the realm of becoming a god at the age of two hundred is just the lowest threshold, an CBD Gummies Instead of Alcohol: A Sobering Alternative for a Healthier You
insignificant threshold Moreover, in the same realm, the A Guide for Londoners in 2025: How to Choose the Best CBD Gummies for Sex
desolate realm s divine transformation stage is definitely no match for the heaven realm A talented person in the early stages of the God Transformation Stage in the Heaven Realm can sweep across the God Transformation Stage in the Desolate Realm, and can even fight with the Half Step Void Revolutionize Your Weight Loss Journey with Premium Blast Keto ACV Gummies 340 mg
Refining Dao Lord At this point, Gou Rui sighed again I heard that the people at the top of the list of geniuses are the people who can fight with Dao Lord Lianxu, or even win After hearing this, Lu Yu said casually It seems that the requirements for this list of geniuses are indeed quite high However, Lu Yu didn t care and looked indifferent.
This is simply crazy Incredible This is simply unbelievable.Others were also impressed During this period of time, the Long Family and the Protecting Yu Sect have been feeling aggrieved by those bastards from Changbai Mountain Snake Dragon.
You are not angry that Shenghua Sect s strength has been damaged.This is obviously not taking her seriously Nigga, if you don t hand over Bai Xixi quickly and kneel down to atone for your sins, how can you break into my Luoyue Palace without permission However, in the face of Elder Qing s scolding, Lu Yu ignored it at all and only focused on appeasing the fear in his arms.
She knew that she was joking and had a childish personality, so she was about to deny it.At this time, she also smiled and said Yeah, it s nothing.
The highly valued disciples of the seven major cultivating sects are all top grade golden elixirs, so their strength is unparalleled among the others.Gou Rui glanced at Luo Wenxing angrily, but she did not dare to provoke such a strong man easily, and asked Lu Yu Fellow Taoist, do you have the Tianluo flower in your hand And Yan Xunnan also has beautiful eyes.
Filled with deep disdain and sarcasm But now, it is I who want to kill Zhao Zhong Not Zhao Zhong who kills me At this moment, Zhao Zhong did not argue with Lu Yu, his eyes were full of love.Of course, the actual age of the man is over 8,000 years old To the southwest, three demon gods are so powerful, and behind them is a demon king, who is also fierce and unstoppable Are Simpli ACV + Keto Gummies the Best Weight Loss Solution in 2025?
Not to mention the people of Tianyu Ziyun Divine Sect, all of them are extremely arrogant and aloof.
He is vaguely the first person in the younger generation of the True Fire Sect, and has been vigorously cultivated by the True Fire Sect I heard that he has successfully practiced the White Flame Dragon Technique, the secret power of the True Fire Sect, which is powerful enough to burn mountains and boil seas The handsome young monk wearing a white monk s Ketovex BHB Gummies: The Scientific Approach to Weight Loss for Adults
robe is the proud disciple of Wuwei Temple, a first class sect in the world of immortality, Yuanqing The strength is even better than that of Yi Zhen, who went to the Emperor s Star before.
Come on Lu Ziji spit out the Yuan Dan and headed towards the seven Experience the Purity of Pure Kana CBD Gummies Amazon: A Comprehensive Review
colored divine thunder boom The seven colored divine thunder struck down, and a deafening roar could be heard for hundreds of miles around However, after the nineteenth thunderstorm dissipated, the Yuan Dan floating in the sky above Lu Yu s head became increasingly crystal clear, and even shone with colorful rays of light Not only that, the energy after the seven Top 5 Exercise Regimens to Lose Weight Quickly for Office Workers
color divine thunder was destroyed was directly swallowed by Yuan Dan boom boom boom The sky seemed to be enraged, and one after another colorful divine thunder accelerated and bombarded down Chapter 20 Course twenty one Road twenty fifth Road 30 Chapter 50
In an instant, dozens of colorful divine thunder bombarded down However, Lu Ziji still resisted.
In other words, this Feng Wentian turned out to be a person from a thousand years ago People in the Nascent Soul stage have a lifespan of a thousand years, and often fighting or fighting will shorten their lifespan, and they will not be Truly CBD Jelly Serum Reviews: A Comprehensive Guide to Enhanced Skincare (NtyLw)
able to live that long.When he thought about how his strength was now far outmatched by Lu Yu s, He Zhenlong felt a little heartbroken.
With that said, when Lu Yu didn t reply, You Xian wanted to take Zhuang Yu and others and sneak away quickly.It If Lu Ziji is killed, this sect will definitely reward you with a heavy reward After hearing Qian Rendong s Your CBD Store SUNMED Wilmington DE Reviews: A Comprehensive Guide to Quality CBD Products (Cjlxr)
words, Pei Chuan and others immediately said respectfully Yes Lord, sect leader We must kill Lu Zi.