Aumentando el éxito vía la inteligencia artificial empresarial

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:

  1. 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.

  1. 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.

  1. 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.

  1. 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.

 

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If according to Zhuang Yu s idea, he should find a place to hide now and continue to practice.But what made him helpless was that Lu Ziji s heels could not be seen at all.

Lu Yu glanced deeply at Gou Rui, but he didn t know what tricks this woman was up to.Then, Lu Yu looked at Zhuang Yu and said Zhuang Yu, take out the purple blood Ganoderma lucidum Yes Master Zhuang Yu looked like he was suppressing a smile and hurriedly walked towards the depths of the cave.

After all, Lu Ziji is so terrifying In the blink of an eye, more than a dozen powerful warriors were destroyed.Elder Qi, and captured Fairy Mi, the elder of Nascent Soul Stage of Luoyue Palace.

His abilities and so on, but he can only be the king and hegemon in this barren Emperor s Star On Cangshan Star, compared with us ancestors of the Nascent Soul Stage, what is he He is already in the Nascent Soul Stage.Here, for the ancient demons with strong physical bodies, they were like a fish in water, but the strong human race found it difficult to display their strength Just like everyone was fighting in Xuanhuang Valley before, if it were placed outside the misty forest, I m afraid it would be shattered thousands of miles away But in Xuanhuang Valley, Evaluating the Value of Zenleaf CBD Gummies: A Comprehensive Analysis of Benefits and Effectiveness (FZiIM) even thousands of feet have not been broken The suppression of mana and magical powers here is too great, and one tenth of the strength cannot be exerted Innovative Afresh Tea for Weight Loss: Revitalize Your Winter Weight Loss Journey with Refreshing Tea: Shedding 15 Pounds in 10 Days Unless it is purely physical strength Unless you are a strong human being with physical skills, how can a human being be able to compete physically with the ancient demons who are blessed with a body that is as strong as a dragon from birth I m afraid that here in the misty forest, a powerful man in the God Transformation stage of the ancient demon clan is enough to kill their human race s Lianxu Dao Lord Thinking of this, many people had the idea of retreating or escaping, and said, This foggy forest is very disadvantageous for us humans.

Even the big plutocrats behind the scenes in Citigroup want to obey Ferdinand However, now, Reserve CBD THC Gummies Reviews: A Comprehensive Analysis of Benefits and Effects (zRgsP) Ferdinand, the leader of the Creator Organization, was Finding the Best Sex Gummies Near Me: A Comprehensive Guide to Enhancing Intimacy (MOaQs) kneeling on the ground in humiliation and sorrow, and died tragically on the spot, with no one collecting his body Such a scene shocked Julia and others so much that they couldn t believe it Feeling the Pump Burn Keto ACV Gummies – Is it Right For You? awe inspiring sword intent left by Lu Ziji, everyone shuddered, shivered, and couldn t recover for a long time.

Could it be The next second, the disciple who was guarding the hall where the Divine Soul Life Tablet was enshrined, fell to his knees on the ground with a plop, and said tremblingly Reply The sect leader, elders, and elder Ye Tianzhenjun s soul life tablets are broken broken Boom When these words fell, it was like a meteorite falling into the lake, setting off huge waves The expressions of the Tianwai Sect leader and the elders changed drastically Lord Ye Tianzhen was a great elder in the Nascent Soul stage, and one Proven Weight Loss Pills Reviews: How These Supplements are Changing Lives for American Women of the few in the Tianwai Sect.

Palace Master, why are you so angry The leader of the Tianwai Sect quickly took action to steady himself and asked in confusion.When Lian Peng saw Lu Yu s disdainful look, he felt secretly angry.

However, Li Yi came up and pulled him away unceremoniously.Immediately, Zhao Guangji felt completely despaired, his face turned pale, and then hysterical madness appeared in his eyes Lu Ziji, you forced me to do this Power of blood, activate Boom In an instant, as Zhao Guangji roared, the veins all over his body were exposed, and even the fiery red blood essence splashed out, like thousands of threads, pouring into the phantom of the Red Flame Tiger behind him.

Putin, President of the Bear Country, congratulates Mr.He is not a stubborn man. I m afraid it will be a bit difficult to get past now.

The practice of the Thousand Blades Sword Code has reached an extreme change.Maybe you can enter it to collect heavenly materials, earthly treasures and elixirs.

Why bother with a bunch of dead people Long Qingsong, however, had a bad temper and couldn t hold it back.Moreover, Lu Ziji also beheaded the true disciple of the inner sect of the Shenghua Sect.

However, competing for the Heaven and Earth Xuanhuang Fruit is far from qualified Even the aftermath of the battle between those gods forming ancestors can shock the Keely Shaye Smith’s Weight Loss Success: 6 Halloween Tips to Shed Pounds golden elixir stage to the Yuanying stage, let alone the peak of the foundation building stage or the false elixir stage.This splendid and dazzling palace is more than a hundred feet long and wide, with three floors, including pavilions, bell towers, courtyards, sword pavilions, martial arts arenas, and places for refining alchemy and weapons.

And following Lian Yu and other Wuhua Sect people, he, Weight Loss Kelly Osbourne: Inspiring 10,000 Fans with Her 2025 Transformation an outer disciple, wanted to eat shit, but he didn t have any shit.After thinking about it, she followed Lu Yu and took a few hundred steps back.

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Liu Wenge s appearance is naturally beautiful. After embarking on the path of cultivating immortals, her face becomes even more radiant and stunningly beautiful Lu Yu s eyes flashed with a look of longing.It Renewed Remedies CBD Gummies Review - Benefits, Effects, and User Reviews is not The terrifying killing array of the God Transformation Stage As everyone looked, there were indeed twenty seven Liuyan puppets, some of which were not functioning properly, emitting fireworks, and stagnating behind them without stepping forward.

However, Lu Yu could also understand. Lu Yu s background in his previous life was also not good, so he fought step by step and desperately fought for opportunities, and he just reached the point where he could become the Ziji Immortal Emperor and overlook all the worlds.I heard that he is proficient in all kinds of martial arts.

It requires the Mahayana Supreme s thousand year lifespan and cultivation, and the carrier must be a treasure comparable to the branches of the fifth grade Suzaku Divine Tree Not even the favored little princess of the Western Wilderness Kingdom like Do Apple Cider Gummies Help You Lose Weight? A 30-Day Challenge Result Breakdown for 2025 He Yan er, it s obvious And Lu Ziji can have it, even if he comes Understanding the Benefits of Apex Test Drive CBD Gummies for Enhanced Wellness from the wilderness, it means that he has the full support of a Mahayana supreme power behind him, support at any cost With the full support of a Mahayana Supreme Power, this means that Lu Ziji is not someone they can provoke However, people in the Western Wilderness Territory all speculated that the Mahayana Supreme Being should be He Wenxin of the Western Wilderness Kingdom.

It would be terrible if Lu Ziji, the future savior of the Western Wilderness Kingdom, was struck to death by lightning But the thunder tribulation can only be overcome by oneself, and others cannot interfere at all.With the guidance of Yan Xunnan, a top 100 goddess on the peerless genius list, there is no shortage of corresponding resources.

In an instant, under the infusion of Lian Peng s spiritual power, the high grade spiritual weapon Black Cunning Suo seemed to turn into a pitch black dragon hundreds of feet tall.Monster Lu Ziji is simply a catastrophe to the Cangshan Star Cultivation World.

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The level of a giant in the early stage. Oh my God Could it be that Lu Ziji is the demon beast in the Yuan Ying stage, right This How Good Are Gummy Vitamins for Adults: A Comprehensive Review (EkBrW) shows that his physical body is powerful, but his cultivation is not enough.How could they be crushed by Lu Ziji alone Huo God Huo Dingtian is the guardian of the Kunlun Secret Realm.

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We have a bundle of divine ropes, and he will definitely die Although everyone had joined forces to bombard Lu Ziji, they were not harmed at all, causing them to panic.The top grade spiritual weapon Jingyun Ax with thirty six layers of Taoist patterns once directly split a three thousand foot mountain peak, enough to split the sky Lu Yu nodded lightly, understanding, and responded with a smile I know, but he You are not my opponent Hearing Lu Yu s words, Yuncang felt helpless.

He had previously thought that he could join the Wuhua Sect if his identity was Lifetime Keto ACV Gummies: A Long-Term Solution for Health and Weight Management unknown.The rays of light intertwined and condensed into an extremely blurry figure that was neither male nor female, neither old nor young.

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Those guys are probably Qinggang City s city defense forces Su Ye was stunned for a moment, and then said in surprise Ah What are you doing The defense troops of Qinggang City will not become rogues, right I can t say for sure, but When the general was suppressing people, he found some name tags from the opponent.

The Drowned Ghost thought for a while and said There is a camp outside Ice Knife Mountain.The backyard was empty, everything that should be taken away had been taken away, leaving only a lot of green bamboo.

So the prince rebelled. No, it should be called the emperor now.If the chief manager is unwilling or can t spare the time, I will send him away right now.

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My soul is definitely beyond the level of opening the spirit stage, and the power of the soul has not been fully digested.Chen Xian unfolded the folding fan and said, If looks can kill, the two of us have died at least twenty or thirty times.

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Speaking of which, these bandits are really not that arrogant.The Rakshasa girl seemed to be targeting him, which was somewhat troublesome.

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After opening his eyes and seeing the two people clearly, he immediately sat up from the ground and came to the cell door.Instead, I will fold everything into spiritual materials and elixirs, and the money must be paid within three days of the spiritual crystal being sold.

It looks irregular, but it seems to reveal some rules.Su Ye thought as he walked forward The surrounding fog is still there. After walking for a while, Su Ye saw a dozen corpses.

Moreover, Su Ye came here with private work this time.The hat is drunk on the mountain and the moon is drunk, and the song in the sky is full of friends.

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As a spiritual material, the Yin Ring Stone itself was not a rare thing, and its use was limited.Looking up again, the other party was already standing ten meters away.

This Are Lucanna Farms CBD Gummies Worth the Money for a Healthy Lifestyle? matter I can t explain it clearly Su Ye had no way to prove that he was not a pirate.After all, you have a close relationship with the ghost king, and you should be able to get some conveniences, but Su Ye said But what The poor ghost said If you hire a group of people for long term acquisitions and expand the area, the cost will be Su Ye interrupted It s going to cost more, right The poor man laughed dryly That s it.

As long as he buys it The two sides are sworn enemies, and Liang Guogong spent a lot of money to buy it.Even if you keep taking out spiritual crystals and your reputation will be ruined in the end, at least you will make money.

Hey Su Ye slapped the other person on the shoulder I ve been looking for you for a long time.Huh Su Ye looked at Guobao Do you know each other Guobao nodded and shook his head.

Su Ye said Okay, then the second question, how do you know they don t know how to refine it Maybe this is a waste, they are just fooling you.

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But They cannot afford the conditions for a large enterprise to build a factory in Cangdong County.This Nie Xiaoping is so powerful. Zhang Sheng waved his sore hand, looked around, and then saw the battery next to him.

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More than half an hour later, Zhou Lin had a complex look on his face.I looked at everyone. I stared at Den Yi. Den Yi is still alive Ten thousand Those people just wanted to beat you and take away your money.

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In this life, you have to live for yourself. From childhood to adulthood She only listened to Liu Kaili s words. Go to a university that you don t want to go to, study a major that you don t want to study, and after graduation, you have to give up your dream of comics and run a business, and be looked down Finding the Best Hair Growth Gummies for Men: A Comprehensive Guide to Thicker, Healthier Hair (DpeIu) upon by others After Li Bin left She kept in touch with Li Bin. She would talk about life at Senran Integrated Kitchen , and Li Bin would also talk about his work at Hongyuan Decoration.

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He felt that Zhang Sheng talking to him about these things was as funny as playing tricks on his own.The students in the boys dormitory followed I m coming.

Then she came. After entering the box, she saw Zhang Sheng holding a menu.Okay After Zhang Sheng saw the photos of the new mobile phone, he pushed up his glasses Lao Xu, please bring the mobile phone here Ah Send it here Yes, at five o clock in the afternoon, you will pack the mobile phone and send it over.

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The content of this class is rather obscure. At first there were still a few who were listening carefully, but then one after another students either put up their textbooks or lay on the table playing with their mobile phones.He only knew that he was surrounded by girls when he came off the stage.

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Although I know my travel will be restricted, I hope I can take a car In the office. Zhang Sheng said it very seriously.After Du Hui signed NC Studio , Shen Xiaoxi was sent by Chen Mengting to be his temporary life assistant.

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Three hundred yuan, for me, is probably just a few meals or pocket money to buy some gadgets But for Zhang Sheng I will pay you back the thousand yuan I borrowed from you, I He is a person who keeps his promises and repays every drop of kindness with springs.Just wait and see Damn it There was a curse CBD Gummies 300mg: The Best Way to Alleviate Seizure-Related Pain on the phone.

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In short, as we grow in the future, they will also grow.