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.
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.
On, la innovadora marca de ropa deportiva con sede en Suiza, ha dado un paso audaz hacia la optimización de su cadena de suministro al asociarse con Verity, un líder en inteligencia artificial y robótica.
But Zhangmen Mo and other people who inherited the ancient Taoist sect used their efforts.But I saw him stretch out his five fingers and lightly brush his face Immediately, Linghu Qubing s face changed into Bei Yue his clothes and Qi Qi were also changed.
With the current level of evolution in that realm, the space for our intervention is extremely limited.Based on the nine turns of success, the two of them have only completed the second turn at most and each subsequent turn takes longer and longer.
The joyful selflessness you talk about is actually the same as the perfect state, and the wonderful meaning of the true nature of the country , and it is also very consistent with the shortcut.He has indeed grown to the point where there is no name for perfection, but there is the reality of perfection.
In this world, there is a vast sea of people. It is really difficult to predict where the person who can make up for the shortcomings of the seventy two people and the regrets of his own heart will end up, and how he will succeed.A body of energy suddenly entered the Tao, and it was obvious that he also used the method of possession.
These words still did not declare one s family status, but they did.Naturally, I will hold the sword on my behalf and wipe out the unsubordinates.
Taking no blame and taking responsibility, look at each other and smile.That is, although Long Yun Fengqing and others are not in a position to fight for a long time or fight frequently, even if they use twice the strength and means, as long as they are not injured, their own combat power will not be inferior to that of Xian Dao, Ying Yuan and others.
The first door is the method that Mr. Mood is very good at hiding secrets.This maverick foundation building monk said lightly Forty nine breaths.
What does this mean Gui Wujiu pondered Although we know the general outline, we may not understand it completely.Shen Xiangqin was originally only a thin line away from reaching the perfect state of combat power now, with the advantage of deducing thousands of moves, this line was suddenly made up.
Gui Wujiu turned around and said, Junior Sister Qingqi and Junior Sister Du, each choose one person and match him or her.Let go without blame, turn around. There is no need to mention the issue of killing several Dao realms with their heads.
Xin Weiying said to himself. Qi Xianren is not an outlier like Xin Weiying.Then he briefly and concisely expressed the feelings in his heart.
Gui Wujiu suddenly understood the truth in his heart.The true disciples of the Wanfa Sect may be extremely small in scale, but they are truly extremely qualified and their focus has completely shifted to majoring in the rectification of the Kong Yun Nian Sword.
Then, the elite disciples watching the battle all made another move in unison the same move that Zhang Shimao made when he left the field.The realm of the third realm is roughly the level between Dan Ying the realm of the fourth realm is roughly the Nascent Soul realm and the three realms of heaven and man the realm of the fifth realm is actually equivalent to the short term realm, but it maintains a certain The transformation of the transformed body.
After saying this, he held them in his palm, and they formed the shape of two jade slips.It was borrowed from the Yue Heng Sect because the master of our sect had somehow developed a friendship with a big shot in the Yue Heng Sect.
My heart and my sword can destroy it with just one thought, and all realities, tangible and intangible objects it refers to will also be destroyed.Huang Xiyin smiled sweetly and said, Thank you. He pulled up Mu Xiang s sleeves behind him and was about to leave.
The fact that she was on the list was beyond his expectation.Since it is enough, don t add variables. If all four of them knew in advance that there was a backhand hidden in this battle, it might indeed give Gui Wujiu a chance to sense it.
No blame At the entrance of the Yin Yang Cave, there were no fewer than hundreds of thousands of internal and external disciples and followers, all of whom were shocked in unison, then straightened their expressions and bowed deeply to the sky with utmost respect.
Although it was a pity that this triggered a large scale witch hunt, resulting in the tragic death of many wizards, the Holy See was also exhausted and should be able to buy them some time.There were three gods who had arrived in the foreign land, but he was the only one who actually fought against them.
The soldiers of the kingdom who had been fighting for nearly a day finally had a chance to breathe.Firstly, this kind of small situation can be solved by the kingdom s army alone, and it can also train new recruits.
After several days of research, he discovered many interesting things.Don t worry, Sired, under the power of the Lord, all resistance is in vain Joshua said with relief.
Lin En spent ten seconds to adapt, and then expanded his domain to include the entire large exhibition hall.But the next moment this nervousness was replaced by bursts of thunderous applause and cheers Cannons also exploded, but what exploded were not cannonballs but fireworks shells used in ceremonies Raphael and others who stepped off the airship received the most enthusiastic welcome There were flowers, fireworks, and Harrov even held an award ceremony on the spot, awarding everyone who participated in the operation a Morning Star Medal in recognition of their merits.
in front of everyone. This alchemical instrument that can imprint reality onto a painting immediately aroused the interest of many people.They are most likely the territory of this alien civilization.
Joshua looked calm, but half of his right robe was burned off, and half of the scepter in his hand was broken.The thunder magic school founded by Anthony has proven that the thunder element is real and can be controlled by wizards.
Could it be that the crusade was defeated Loren never wanted to believe this possibility, but soon he saw hundreds of city guards abandoning their helmets and armor, rolling and crawling towards this side.looked a little disgraced, but still successfully escaped the fate of being swallowed by the eternal flames.
Hatar thought that he was hiding behind the scenes, letting the most trusted Grand Duke of Gard contact Gustav, and using Mortan and others as pawns.For example, one hundred and fifty years ago, a black dragon with terrifying power crossed the border through the time and space gate of the magic stone mine, causing huge destruction in the wizard s land.
If it fails, wouldn t everyone starve to death The townspeople who have been farming for generations are not very willing to make tentative changes.Facing this light of destruction that can destroy everything, how can it dare to stay where it is and wait to die He immediately ignored the mission and the life and death of Archlich Cecil, and his wings were almost left behind.
Phil also gave some of the glassware with fluorescent paint to several speakers and great wizards, and then returned to his seat with great satisfaction.The main part has been completed. What s left is the protection of the alchemy circle.
But fortunately, the technique to restrain the nuclear explosion has been formed.In addition, the advantage of high altitude is enough to avoid most damage, but the ammunition and fuel they carry are limited after all.
Scattered away in all directions, raising waves of sharp piercing sounds.Because of this, they will gather together today to discuss the future of the nobles and the kingdom I have a plan, it may work Just as the crowd was excited, Marquis Mortain suddenly said, attracting everyone s attention, and then said with confidence.
Because the Federation has used countless experiments to prove that this thing is truly random and not pseudo random that circulates according to certain rules.I think even if they really starve to death, those untouchables may not really have the courage to stand up and resist the wizards who control evil arts.
With a huge sonic boom, Cynthia was blown hundreds of meters away, and her whole body was deeply smashed.The expansion of the domain also caused these undead, who were good at concealment and perception, to become riotous, and they all launched attacks almost at the same time.
Vittorio said solemnly. The other party most likely imprisoned the souls of the enemies who had killed them here, thus giving rise to these monsters.Vittorio talked about all his research and understanding of the legendary realm these days.
Very good, very good, they actually dare to attack head on Harrov was quite surprised.Otherwise, if you want to regain all the territories in the Western and Northern Territories in a short period of time, you will have to pull most of the main force of the Parliament over In addition, the maintenance of the railway also needs to allocate manpower to prevent the road section from being damaged by intentional people, causing tragedy of vehicle crashes and fatalities
Unconsciously, the power they can mobilize has become less and less I m afraid the church has become suspicious by testing him so frequently, right Vittorio said with a frown.
Once the gods of the main world unite, it will be particularly difficult for them to win.Lin En nodded. This was just as he had guessed. The force field protection protecting the Holy City was not like a planet s gravitational field, which extended from the inside out.
The reason why we did not deal with them all before was because the wizards had not yet gained the trust of the people after occupying the kingdom.Naturally, they acquiesced in this debate in the exhibition hall.
The reality was much more tragic than he imagined. The entire plane was penetrated from south to north, and the destruction at the rear was more terrifying than it appeared on the surface, because Linn s proton cannon was a two stage attack technique.But now that this line that can earn ten times the profit has been cut off by the church, one can imagine the dissatisfaction accumulated in the hearts of the wealthy businessmen in the empire.
Seeing that the other party was fine, Raphael was relieved.How did you discover it This monster is very good at concealment.
Everyone knows what the curvature engine represents.the form is between matter and energy, extremely difficult to deal with.
This is the lunar soil, which is the body of the Moon God Only this thing can provide enough energy End of this chapter Godly body of the moon Hearing Vittorio s explanation, Linn s expression suddenly became very strange.Needless to say, the main body almost killed them all in just one encounter.
The bloody fact that the battlefield was defeated, the leader was killed, and the fleet was crippled showed that the strength of the Storm Leader was enough to easily defeat them.Soon, he arrived at Bethatos City, a underground city camp fortress that had just been renamed.
He was very thin and frail. He had already endured the torture and looked like he was barely alive.What a win However, the female player who walked over with a charming temperament was not a star player, but an acquaintance of Zhao Hao.
The opponent can use mist to offset the numerical advantage, and so can he.For example, the wingspan of green dragons and golden dragons is generally about thirty meters.
Fishing law enforcement Countless players have been fooled to death by this trick.Although it is better than the Griffin Principality, which only has a name, it is not that much better.
Zhao Hao gave her the teleportation scroll to fully guarantee her safety, not to mention that he had already warned her to abandon the convoy and leave immediately when in danger.The most important thing is that after transformation, all attributes will increase by 30 , which is far more exaggerated than the improvement brought by level.
There is no way, if a teammate suffers from Graveyard Syndrome , if you are not careful, it will be a tragedy if you die in the hands of the enemy instead of the enemy.Facing the attack, Zhao Hao did not explain, but removed the hidden effect of the weapon in his hand.
I only have twenty taels of silver with me. The imperial edict said that we were sent to the army and our property was banned.Tolan, who looked like a young man, sat on top of the table, holding a large bowl of wine, looking high spirited.
The thousands of players who were playing hide and seek with the centaur leader immediately dispersed when they saw this situation.The gaming industry doesn t tend to make lengthy discussions, so Raging Dragon goes straight to the point.
Without the efforts of these shadow swordsmen, these 12 great demons would have reversed the tide of the battle and caused unbearable losses to themselves.The totem pole is very greedy. Zhao Hao wants them all, orc warriors and tribal totems.
The construction cost of the high end Dragon Cliff will definitely make men silent and women cry.You may gain something if you continue to go deeper, but it is more likely that you will die here, so Zhao Hao will stop as soon as possible and has no intention of rescuing Nafu now.
During the period when the opponent rushed back, the players were naturally miserable.If it weren t for the White Bone Dog s protruding face, it would indeed be possible to cast the spell completely, but that s all it can do now.
It s not combat power It s about the other party s careful thoughts and wisdom.The basic range of the Cyclops is the same as that of the war machine, which is 300 meters.
This kind of thing is not possible , but will definitely happen.For other players, these are just background , and there are even players trying to take over quests.
Well, orc management is that simple. As long as there is no large army approaching, they will not care about the small number of enemies at all, because the orcs have always had the advantage in small scale battles, and they are eager for more prey.He didn t expect that there were other troops on the other side.
Behemoth Although there are many differences in appearance from ordinary Behemoth, the shape and iconic deformed claws can vaguely see the shadow of Behemoth, but it is much larger.As the main profession, he not only has good relations with the Raging Dragon Guild, but also cultivates a guild that has the potential to become the hegemon.
But a capable thigh. The imaginary enemies he has always considered are all other guilds in the same camp, and he does not take the other party into consideration at all.In the original history, Zhao Hao only knew that the orcs had breached the Scarlet Fortress and caused huge damage.
Unless they are those wild mages, the difficulty of defeating and killing high level spellcasters is completely different.Otherwise, how could there be angels as champion troops The hell camp is supported by the hell plane.
nice one It can be thought of as an energy battery, but a magical version.If he hadn t been reminded by reason, he might have been lost in the massacre of players and couldn t stop himself.
There was only one enemy in the castle at this time, and everyone else surrendered.Gulu Drink the antidote quickly, and the Time Assassin will naturally not lack this kind of standing prop.
Under its pursuit, the corpses of the demons fell from the sky like dumplings.But it doesn t matter, ugly people are called perverts.
After all, it can be imagined how difficult it is to obtain high level resources from players.Don t forget what Zhao Hao s hero route is. Bombardment stream This route is best at dealing with large targets.
Behemoth got up and threw himself into the air. Behemoth, who had no hair and even his skin was burnt, was extremely tenacious.But for your plan to succeed, how many more decades do we have to wait Roll, who was being stared at, had a determined look on his face, without any guilt at all for attacking his companions.
good At least worth the price. Then comes the final item.So when Zhao Hao, the cemetery camp necromancer, appeared, the guards just took a second look at him to confirm that he had not violated the Silver Federation, and then ignored his presence.
Zhao Hao quickly left with 2652 units of phantom shooters, 3602 units of shadow swordsmen, 152 units of silver pegasus, 300 units of reapers, 11 units of unicorn beasts, and 4 golden dragons, with the ghosts following behind.He was able to get the man eating vine seeds from the Windspeaker Guild, and when he found someone to cooperate with him, someone came right away, just because of his fame.
The Centaur leader has only 52 units left, not even a squadron.Of course this won t work if you want to capture the opponent, but if the goal is to kill, attacking from inside the body is the best option.
Over there, do you understand that you have become a Yin slave The woman in white was really angry this time and shouted coldly.He thought for a moment and said, then he flicked his fingers and placed a black and white paper on his fingertips.
Yes, Master Guan Tong replied cautiously. There is a cave in Tiandu Mountain.King Kong Xuan reacted immediately, appeared next to Emperor Wa, and asked seriously.
Even if I spend all the money, it is not enough, far from enough.Who are you You are killing people like this here. Is there any royal law Take them all away.
Of course I will uphold justice for you. I, Li Yi, have been defending the city since
Do you dare to offend Tianyuan Group Ye Fei interrupted him and asked playfully.The junior sister under her even raised her eyebrows and scolded him coldly.
Magic Sky Thorn This person had many tricks. While flying upside down, countless spikes struck Ye Fei like lightning.The fifth prince thought for a moment and said. Okay, I understand.
Punishment At this moment, the elder Wu Dajiang appeared and shouted solemnly.Among the elders in the stands, someone communicated with his mind.
These, Ye Fei I saw it in the book Domain World. How do you sell this spiritual stone Ye Fei heard that Lao Wang in his body Dongzhou Duoling Mine naturally has Ling Yuan Stone, and some people sell it on the street, because Ling Yuan Stone not only contains Ling Stone, but can even be cut out of other things, just like amber on the earth, all of which were made in ancient times.
After careful analysis, he felt that if they were really in the same area, they should be teleported together.for a moment, Li Yi felt a little frustrated. Invisibly, he offended two parties.
This woman had been following Ye Fei closely, never leaving, and they fought all the way.Do I know who he is Ye Fei s face was gloomy, and murderous intent appeared in his eyes.
Sure enough, what did this bastard do to her Seeing Yulin stop her hand, the anger on her face suddenly softened, making Jiang Yulang feel resentful.It s a pity that I can t have fun without only good wine but no beauties.
In the Four Extremes realm, with spiritual power, it is indeed much more powerful.Huh, anyway, I hope you guys can stay calm and don t cause trouble.
How dare you know my master s name You just need to remember that I am your master The woman in white s face changed and she shouted sternly.It was so terrifying that it directly knocked the person upside down and flew away.
However, we have also inquired about Xiliang s expenditures in recent years.Being ridiculed and ridiculed for no reason, Tian Qing er was blinded, tears of grievance flashed in his eyes, and now he was at a loss what to do.
She had been here for more than a year and she had been searching and missing him.However, even if his combat power is improved, can he be an opponent of the first level of Shenzang For a time, the entire audience was talking
While everyone was sighing in surprise, Ye Fei took action.
No wonder this person was so fast. Uh huh Ye Fei stepped back, temporarily avoiding the sharp edge, and instantly moved his body to the right side of the opponent.Okay, great. Ye Fei was shaken and sat up suddenly.
Made. As expected of the former throne, it is a heaven level pill furnace.Be careful, it s poisonous Ouyang Tian s expression changed, and he shouted, he waved his palm, and a blast of palm wind was shot out, which immediately dispersed the powder in front of him.