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.
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Is there any trick, teach me brother. Wu Liang laughed.The other three women hesitated slightly, but followed.
He directly launched the lion s roar that he snatched from the lion clan, and the terrifying roar filled the whole world.Murong Qinghe was surprised and delighted I also have a share I m sorry.
When the time comes, whether it s my father, the court, or Li Hentian , I will never let you go Threatening me Zaun s expression turned cold, and he scratched her neck with her nails.At first I thought it was just a struggle between Emperor Xuan and Emperor Bai, but now that I think about it, I am afraid that Zhuanxu s move has completely angered all races in the world.
It s too bad, I want to come over and thank him, and save my impression points by the way.Yan Xuehen looked up into the sky, and said with a puzzled expression, The rain just now didn t seem to come down from the Tianshan Mountains, it was more like
It s more like this forest formed by itself. Yun Jianyue also looked solemn, Xiao Anzi, I m afraid you ve really made me talk too much, this mulberry forest has also developed its own will.
The anger from Xi He 1024 1024 1024
Seeing Xi He, coupled with the constant anger from the station, Zu an gradually came to his senses.Most of Wu Lao s attention was on rescuing the prince, and a small part of his attention was devoted to preventing the sixth uncle from chasing and attacking him.
Seeing him leave, Xie Daoyun couldn t help but feel a little lost, originally worried about what the other party would do, whether he should refuse, and what to Turbocharge Your Winter in Brisbane with Turbo Keto Gummies: 2025 Guide
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The anger value from Bi Linglong is 55 55 55
Zu an was a little confused, Do you think I messed with her If you lose your temper again, believe it or not, let you experience what Shenhou is.Make him a national teacher. Therefore, although Zishan is only a few hundred miles away from Yicheng, it has a detached status in Yijun and is not under the jurisdiction of the local government or Yanwangfu.
The ore should be able to be repaired successfully.At that time, the opponent used military crossbows, but he still remembered the sourness, and the ones installed on the sentry towers were obviously more powerful than that time.
p After I go back, I will definitely ask my father to let him agree to our marriage.Only a few trusted ministers are eligible to be summoned here.
He was about to ask the queen what kind of information she had.How dare you give such an expensive gift in such an upright manner Maybe Zu an also looked at Yan Xuehen with a gentle smile on his face Yes, accept it, or I won t feel at ease.
Azu Qiao Xueying was worried about her lover s safety, but unfortunately, the elf masters behind her held her tightly, preventing her own princess from going forward to die.So what, the Sang family committed a crime, we were ordered to Come to search, I advise you to be obedient and arrest him, otherwise resisting arrest Are CBD Gummies Illegal in Utah? A Comprehensive Guide to Navigating the Complex Landscape
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Eunuch Lu was also taken aback. If this kind of thing was exposed, the fate of the Queen and Zu an would be uncertain, but a person like him who Top Rated Weight Loss Pills: 7-Pound Success in 15 Days for Subcutaneous Fat in Baby Mom
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According to King Jinpeng, there are more ghost clans invading this time than ever before.There are more ordinary people. Gu assassinated the god Baojiang and snatched the elixir, and Nuba knew that he was unforgivable, so although she was sad, she didn t resent the emperor Zhuanxu.
There was a bang in her mind I was kissed by force If someone else was here, I m afraid her eyes would be shocked Falling down, what kind of person is Yun Jianyue, the leader of the Demon Cult, the famous female devil leader, countless people died under her hands.
Gangzi thinks it makes sense, so just like the chief said, he should abandon the previous suspicions and treat the Jinsui Army as his comrades.What s more, I don t think there is any difference between showing your back in front of them and showing your flanks in front of them There is nothing Is Metformin the Key to Unlocking Lasting Weight Loss?
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Regimental Commander Zhang Dabiao asked Li Yunlong who was looking at the deployment map Tell me, is my battalion considered the main battalion Nonsense Li Yunlong replied without raising his head, You are not the main force.As soon as the independent regiment s convoy approached, the people on both sides of the road set off firecrackers, and then beat gongs and drums to welcome 4 Authoritative Advices for Handling ‘Menopause Can’t Lose Weight’ During Winter Celebrations
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Sun Erwei nodded in affirmation of this statement. Due to the low pressure of the war, Eagle Sauce has been lagging behind in the development of tanks.Then the order from the superior came down In order to cover the retreat of the main force, you must block the enemy for three hours, and then look for opportunities to break through Li Yunlong looked at the surrounding terrain and said, Three hours, that s not a trivial matter No wonder Li Yunlong is so confident that this area is full of mountains, which is suitable for the Eighth Route Army to fight.
Although the reconnaissance planes aimed at the recalcitrant army are closer to Yuncheng, these aircraft need to deal with the recalcitrant army and have their own missions and are not suitable for the Does Walmart Have Keto ACV Gummies? A Comprehensive Review of the Best Keto Gummies on the Market
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Airplanes are no exception. The reason why Yan Laoxi imported this kind of relatively backward aircraft is that he has insufficient funds and secondly, he hopes to produce it by himself
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Instead of aiming at the perforation of the gun tower, it fires at the wall of the gun tower, and shoots only one side.Master Shangzhu thought for a while and said, Mr. Yongdao, how long have you been fighting with the Eighth Route Adele Weight Loss: Exploring Her Remarkable Transformation Journey
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So of course Androvich didn t believe this happened.were all transported to Yuncheng by train and then sent to the front lines.
With Hong Kong falling into the hands of the devils, there are also a large number of money printing equipment and paper for money making, which means that the period of great depreciation of legal currency is coming.It s different now Evaluating the Benefits of Rejuvenate CBD Gummies for ED in 2025
that Eagle Sauce is here. It s a piece of cake for them to develop these two grenade launchers.
Wang Xuexin added a sentence Chief, I am thinking, we must pay special attention to the organization of the Zhongtiaoshan martial arts team.Yongdao, how long have you been fighting with the Eighth Route Army The adjutant thought for a while and replied, It should be more than a year since I was transferred to Shanxi.
What better wine and food are needed Then Chu Yunfei glanced at Wang Xuexin again, and said, Battalion Commander Wang, long time no see.Hit it secretly, otherwise you will be punished by your superiors.
Lin Haoming said. He is going to be a king now, and he was very bad after that, why did he become firm after seeing you Lin Haoming asked with a smile.Qin Lan quickly saw that Hu X10Boost Keto Gummies: 10 Students Shed Pounds Successfully Post-2025 Summer Holiday
Luzhong followed my people and Qinghan s people, the total was less than two thousand, and he rushed directly towards the swamp, moving quickly, It was indeed not premeditated.
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Just when Ning Shuai was very satisfied with Huang Sen s performance, at the moment in Chongshan County of Qing Kingdom, Dai Guo s small army was besieging Fufeng City, and it was Ning Lin, who was outside Cancel Nutrisystem: Comprehensive Guide to Weight Loss Transition
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Not yet. The lookout called out directly. When Hu Lanfei heard this, he frowned slightly, but at this moment, the lookout immediately shouted I see, I saw the boat.If it can be planted, it can satisfy your hunger. Lin Haoming said, took out a few more boxes and put them under the table.
Lin Haoming followed up Let the injured go to How Does Active Keto Gummies Work: Unlocking the Secrets to a Healthier You
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Although it was in the posture of a guard, looking at Hu Qingyan obviously meant that it was over.If it wasn t exposed to the wind and sun here, his original appearance would be even fairer.
Take me. Wei Shan also said at that time. After shouting the order, a team of personal guards rushed back inside.You are the first one, or you are the first one who wants to do it.
Escape Who said you re going to escape, you re going back to recruit people.Lin Haoming immediately explained. I also know that the soul ring still tells some basic information.
It was originally the smallest force in your distance.He was the first to advance to the Nascent Soul among all the people before him, and his strength was also the strongest.
Unfortunately, Your Majesty, you are not the son of His Majesty, nor the daughter of my Qu family.Shu did not sit under this dragon chair, he would move a chair to sit in the main seat and watch what King Wei would do.
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However, fortunately, his cultivation level broke through again, and he condensed the third martial spirit, which greatly increased his strength.This is a Reach Out Now: ACV Keto Gummies Customer Service Phone Number
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After entering the King Realm, the Lone Star Sword could no longer satisfy him, and the Nine Nether Demon Sword just made up for his lack.The thirteenth son of the Shen family and others also had a hint of admiration in their eyes.
Lin Xuan s eyes flickered Not only that, there are many killers around us.30 million spirit stones, a set of semi earth level exercises is a price you dare to ask for It s not just a lion opening its mouth, it s going to eat people In Vibez Keto Gummies: Can These Gummies Bring Positive Vibes to Your Ketogenic Lifestyle?
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Before, he burned all the blood spiritual power in his body, merged with the dragon sword soul, and quickly bombarded Tian Youque.The opponent comes at this time, and his intentions are obvious.
At the same time, in a palace, warriors from the Shen family gathered together.Young Master Lin, this is the place, please come inside.
Now he has taken the elixir, which has restored half of his shattered face.Therefore, Tianyouque didn t continue to do it, but returned to the Grand Canyon, using the energy in the mysterious runes to refine the star chains.
What s the problem Lin Xuan asked, The exercise she practiced is very strange, it seems to be able to produce a second soul.Damn, what is this Those people got up from the ground with horror on their faces.