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.

 

Temas relacionados

In just ten seconds, the surging fire waves turned into a sea of fire The dark sky was burning, and the fiery tongues of fire were raging Hundreds of thousands of dead people were instantly turned into fly ash, and a huge skeletal beast fell like dumplings after being infected by the immortal flames.

After tasting the delicious white bread, not many people would be willing to eat the hard and hard bread again.That s a gear A large number of illusory gears emerged in the void, each tooth section meshing with each other, layer upon layer intertwined.

This is the second ring magic Pyroblast Obviously, his mental power is not so weak that he cannot cast magic.Old Mader no longer cared about it at the moment, because under his horrified gaze, the bomb suddenly exploded.

Even Sanchez cannot change the fact that light is an electromagnetic wave The only thing that makes Jeffrey feel a little regretful is that there is only one Medal of the Sun, but it needs to be divided between the two of them.In this way, they are equivalent to possessing two space shields of foreign lands and the big universe.

However, Ella s figure did not appear, and danger came from everywhere in this world Storm an extremely violent storm blew over the foreign land Every element in the void has become the most dangerous weapon at this moment, and the strong hurricane is cutting everything around it like a blade This is the counterattack of the plane, and it is also the wrath of God.

The plane you are on has been targeted by the brutal killer, the enemy of all life, and the lord of the undead, Danatus.The wizards present looked at each other, and then Steger spoke first.

Instead, he looked at the surging space time door and asked Have you tested it Is there an upper limit to its expansion range Can it accommodate the incoming and outgoing substances Where does the energy to maintain it come from Linn s questions are undoubtedly many and critical.With this, they might be able to create a magical version of the movie, which is a powerful propaganda tool End of Chapter Make a movie After receiving the summons from the parliament, Glenn and Roll hurried over, and what they heard was this incomparable Unfamiliar noun, he immediately looked at Lin En with a confused expression on his face.

I heard that you also found a large amount of magic crystals in the uranium mine Harrov continued to ask.Appearance, microcosm is the foundation of everything, and the true path to legend may be hidden in it Macro micro Harrov murmured softly. After thinking for a while, Aurora and Vittorio were about to ask again, but at this moment, the bright and intense light around them fell rapidly, and the entire space turned into extremely deep darkness again.

It is the result of research on consciousness by my colleagues from the Arcane Society.Even Ella, who possesses godhood, has to establish a church and spend hundreds of years accumulating it.

About half an hour later, three short figures wrapped in animal skins trotted over from the outside of the valley, with the clear target of the two dead Sand Worms.The small steel door, which was said to be indestructible, was blasted open by several electromagnetic cannons.

In addition, it is a pity that you missed today s element class.The uncrowned king of Hadra Tower , we offer you our sincere respect Immediately afterwards, more than a hundred ministers of the kingdom also woke up and fell to their knees, or shouted in unison to celebrate the new king s ascension to the throne.

Speaker Linn After entering the conference room, dozens of great wizards immediately saw Linn sitting on the main seat and saluted respectfully.Some people even set fire to the city to block our pursuit Councilor Tixia said rather helplessly. Have these bastards been caught They must be severely punished.

The elements in the void were rioting. Before Varok could even let out a howl for help, his body was killed by a long lasting weapon.The troops that had received the electromagnetic wave signal had also quickly assembled.

The fire wave with thousands of degrees of high temperature wiped out all the incoming magic, and then rushed towards the airship array while spitting out dragon s breath The billowing wave of fire came in an instant. Lin En stepped forward and stretched out his hand.A magic wave flew into the distance at the speed of light, and soon It was quickly received by the magic base station.

However, the previous sunshine cost more than a thousand casualties.The sound of horse hooves behind him could not be hidden from Lin En s ears, but the tail of the winter dragon in front of him had also been drawn.

It is unlikely to be hidden from the spies of the church.At the same moment, Lydia dragged the lever and controlled the fighter plane to climb rapidly upwards.

The most distressing person is naturally not Li Linn.Speaker Lynn, I can still think of a solution for the quartz vibration detection device, but I m afraid I don t have the ability to make this atomic clock.

Hundreds of thousands of tons of food were thrown out in a month, but there was still no sign of being unable to support it, and even more The workshop s three meal supply has been changed to four meals As if he was deliberately mocking the food war he had provoked Monroe was filled with confusion and confusion. It wasn t until Ivina brought back a magic daily that he realized that wizards had been using magic to make bread When he got the news, Monroe was dumbfounded.

In theory, including their lives, they are the other party s property.It s the gryphon knights Harrov frowned slightly. They could barely deal with a fire dragon, but if they were approached by these gryphon knights, they would easily cause heavy damage to the airship array.

and only after defeating them one by one did the balance of war turn back.

As long as the price rise is almost the same, then there is no need to wait for Qunxing Capital.Even if only 10 of people respond to God K s call, that is an astronomical figure.

He originally wanted to ask what the evidence was and wanted to see it with his own eyes to confirm it again, but he also found that Fang Hong had no intention of showing it, so he didn t ask.7 billion yuan, of which more than 80 of the income was Participate in the foreign exchange market.

Today it once again staged a big dive. Many people who were a little slower had to stand guard at the top of the mountain.5 percentage points to 21. At night, the external markets, European and American stock markets, were also doing well.

It also explains one of the key reasons why the domestic semiconductor industry has always been unable to catch up.Once the Middle East world enters a situation of peace and development, the Islamic civilization countries will also be drawn into the BRICS system group, which will bring about another situation where the African continent and the Asian continent will be directly and smoothly connected.

Activision Blizzard s current total market value is US 28.As time went by, at around 14 20, the countdown began for the 27th rocket recovery and launch test of Blue Arrow 5.

Based on this premise, the longer time is delayed, the safer the profits that have been withdrawn will be.If they are cut off twice, they will admit it. If they can t afford to lose, they will be cut off once.

But in fact, the tool in Wei Yizi s hand is spring loaded, and the handle is actually hollow.It has also triggered analysis by many people, and even some institutions are doing analysis.

jpg. Fang Hong saw this comment and commented You kid, I ve told you everything.He was not that stupid. No matter how much he played, he should not throw dirty water on his friends.

Upgrade it and move the venue out. We should be able to meet you next year and you can come and support us.Taking into account inflation over the past ten years, the total cost of launch in 2020 may eventually exceed the budget of 100 billion yuan, and doubling it may not be guaranteed.

To sum it up in one sentence, Big A is gradually opening up its entry threshold to foreign investment.As the overall leader in popularity in the two cities, Quantitative Capital opened at a high of 2.

However, Xingyu Technology finally threw out a big move and directly asked Qualcomm to sign on the spot, that is, Xingyu Technology promised that its future smartphone products will only use the S series processors cooperated by both parties, and it was written into the agreement, and the compensation for breach of contract was more It s an astronomical number.

The previous chip warehouse fire incident has made new progress, and the company has disclosed an announcement.The monkey market can t stand it anymore. In the future, there will be new listed companies in the galaxy, so you must work hard.

The work handover was very smooth and smooth. It is natural that Hua Yu is very aware that it can go so smoothly.Because you are super resilient and have no shortage of liquidity.

85 yuan, he chose to enter for the fourth time and resorted to the SB strategy to spend the remaining 280,000 yuan.Now, after BYD s stock price plummeted, investors on the one hand dissed Buffett s confusion, but at the same time they increasingly admired Qunxing Capital for accurately escaping from the top.

But now, due to the sequelae of the previous 4 trillion stimulus plan, a large amount of funds in society are not used in the real economy, but are used to raise interest rates, etc.I have to say that Chen Yu s play was a bit big, but Fang Hong didn t think he did it wrong and was looking forward to it very much.

Ps Please help vote for the new book. If you like it, collect it and read it.After all, the control of these companies is in the hands of Qunxing Capital, and there are many ways to harvest them.

After all, last year s capital base was just over 10 billion, so it was possible to achieve more than ten times the income.45 points, and the increase expanded to 4. 53 , an extra long bald head and bare feet Yang line.

Fang Hong kept his word and did not use the trap to hinder Wall Street from reaping blood.This handwriting is simply amazing. The budget required to invest in a top level hospital can be large or small, ranging from hundreds of millions to billions.

Now that the property market is sluggish, there is great pressure to destock.Some people who participated after the holiday have now become numb and have become the victims.

After confirming their resignation, people from headhunting companies came to the door the next day, and friends and businessmen offered their olive branches to them one after another.This is not an empty talk or a slogan. The person in charge said with a smile.

As a result, the attention of these stocks has skyrocketed.To do this again and again, to a large extent is to ensure that it is truly foolproof, because if there is a slight flaw, it will be in trouble.

Those super rich people kept talking about responsibility and responsibility, and then donated 300,000 yuan angrily.The biggest contribution is the US 27. 2 billion from overseas markets, mainly strategic international foreign exchange markets.

Quantitative capital will complete the growth of trillions in market value in this bull market.Or if taxes are imposed heavily, the result of a sharp reduction in profits will inevitably affect their research and development of high end chips.

The efficiency can be said to be quite fast. It also illustrates Samsung s eagerness to get rid of WCG.Don t worry about forgetting your password. And everyone s fingerprints are different, so use your fingerprint as a password in a simple and seamless way.

It s already the bottom. No matter how you go, it will always be upward, and the shuttle is over.It may be difficult to say after one or two years. Fang Hong did not copy it completely.

Just don t do it in a straight line for a week. Just fall below 2,000 points.

There is a small chance that we will be there. Do you still expect us to come back and make another contribution Shi Jing didn t know, I guess after that financial war, The small probability will accelerate the deterioration of the relationship between America and America.This morning, Fang Hong has submitted the materials he compiled overnight.

However, the nature of people queuing up to buy has gradually changed, and in the second hand market of S3 mobile phones, 2.Some investors have made huge profits. In fact, they have not lost money, but their profits have withdrawn significantly.

At that time, the market generally believed that A shares would embark on a bull market journey from the bottom.At that time, the limited observation resources will have to be grabbed, and nothing will be gained if they are not grabbed.

He apologized in a blog post and further stated that the goods are still available, so don t worry.If a heavy position is entered, except for a small number of outstanding people who will have the opportunity to make back their original capital in the future, the vast majority of people will basically have no hope of returning their original capital.

However, while financial capital accumulates wealth extremely fast, it also loses wealth extremely fast.Information about Wei Qiwei s assassination, Lu Chengye s live broadcast revelations, and Wall Street s joint effort to hunt down Qunxing Capital failed and was harvested, spread uncontrollably on major social platforms.

Yes, if Wall Street s hunting funds did not harvest Qunxing Capital but were cut off, some financial institutions would definitely explode on the spot.Then they start taking maternity leave, spending a lot of money in the company for nothing, and then leaving the company after the child is born.

I ll say hello to Hua Yu when I go to the company tomorrow.In other words, as long as the Galaxy concept stocks continue to hit the limit and the index also drops on a large scale, mysterious funds from the big financial sector will come out to protect the index.

The increase reached 6. 93 , but when the market launched a major counterattack in the afternoon, Yixing Video not only failed to resonate with the index, but fell sharply.A seemingly ordinary car stopped nearby, and a handsome young man came out of the back seat of the car.

needed for crops, using the least amount of goods and the most economical inputs to achieve the same or higher income.Unplugging the network cable operation, this word can t be more appropriate to describe it.

An excited voice came from the other end of the phone Is he sure That s wrong.Fang Hong is not worried about Yixing Video at all.

Think about the additional 45 million pieces of S620.The Shanghai Composite Index surged 2. 66 today on heavy volume, closing at 2512.

Facts have proved that even if games are banned, children can still play.Finally a breakthrough. The good news is that there is a breakthrough, the bad news is that there is no chance to get on the bus.

Once the news was announced, all scalpers, big and small, were collectively petrified and dumbfounded.There is such a maternity subsidy measure lying around, and such contract terms can be written openly in a written contract.

This department does not recruit students majoring in finance but competes with high tech companies for talents.Anyway, it will not jump out to admit it at this time.

Chen Yu took a step back and added And you There is no technical means over there, so it s possible to get caught without any help.At first glance, it looks like it s empty, right Sour, then sour, haha Haha Speaking of debt, the artist video next door has something to say, isn t the debt also terrifyingly high It is said that it is directly worth more than 3 billion, but what is the result now The market value is going to be 30 billion, will it hinder the skyrocketing growth of Yixing Video Does it prevent so many people from eating big meat One thing to say is that the tickets for Galaxy are really good.

Not participating means that the club will definitely not be able to continue, because if any capable professional player sees that your club cannot even compete in the WCG Super League, they will definitely quit and run away, leaving behind a mess and no results.But on the other hand, Fang Hong attaches more importance to using the Survey Space Telescope project as a link to drive the high precision industrial chain behind the upgrade.

The current market value of Xingyu Technology has fallen below 1.At this moment, they finally understood why Fang Hong named the company Stars.

This time, it imposed restrictions on a series of key links such as photolithography machines and photomasks, and prohibited international semiconductor companies from doing business with them.However, although it has slowed down, the K line graph that emerged is very beautiful, and the trend is not bad.

These materials have a wide range of functions, just like the seasonings of high tech products.Football and basketball are not patented products of any company.

This awakened the memories of many players born in the 1985s and 1990s.The struggles and games here require a high degree of wisdom to win, and to stabilize the victory and not be overturned.

However, the ST sector and the shell resource concept sector took off in various ways at the opening and were sought after by funds.Otherwise, Fang Hong s original intention of doing this will be the same.

There is a sharp contrast between the primary and secondary markets.It fell to the limit, but when the market fell, it rose to the limit instead.

This was a series of video files, to be precise, they were internal recordings.

It s made entirely of metal, so it can t withstand beatings.Only military units are stationed in the fortress, and no citizens can enter.

Of course he is interested in reaching a cooperative relationship with such a powerful mercenary group that has integrity, credibility, and strength.What s the best part of this plan. It is the Bucks Principality that absorbs the refugees, not the Storm Territory.

In the future, the transportation tasks will still be left to high sea merchant ships.Even when you know you have no chance of winning, you still can t hold back your anger for a while.

But when the other person appears in front of you, there is a feeling of natural recognition, as if you can confirm your identity by seeing the other person.Uh huh Following his voice, Feida, who was lying quietly on the ground, rushed towards her like lightning.

As for how to get a boat. Naturally, he had already thought of a way.There were some piranhas and electric eels on the ground that were too late to leave, but they were all trampled into pieces by the fishmen and sea monsters.

Except for forcing out the Storm s defensive capabilities when the Archangel was sent to raid, other times it was even impossible to fight back.Ellie commanded the shadow swordsmen to be distributed throughout the warship, preparing for close combat with the enemy.

The opponent advanced about a few kilometers, and the seawater was almost submerged to the depth of the calf, and the attack officially began.Well done, but the compression cycle is no longer necessary Zhao Hao glanced at the black stone in front of him approvingly, very satisfied with the efficiency of the half elves.

Of course not. I have never underestimated the Church of Death, let alone an archbishop Zhao Hao shook his head, and the smile on his lips became more obvious.At this stage, the Storm Territory has no shortage of gold coins, and gems can also wait for the gem mine to be opened, so this promise is not empty talk.

He originally thought that he would lose at most a dozen ships, but who knew that the attack power of the Explosive Dragon was so terrifying that it gave him no chance to save it.Both players and aborigines began to gather at Burial Dune.

The potential is endless. Feida. Red Comet Level 1 Race Dragonborn Race Talent Red Dragon Bloodline Occupation None HP Magic Value 200 Attack Power 30 150 Defense Power 50 Strength 30 Constitution 30 Intelligence 2 Knowledge 2 Skills Dragon The transformation doesn t look like much.He had not heard any information about this artifact before his rebirth, which meant that there was no artifact available.

This spider lair is a test in itself. They don t need to deal with all the spiders.In terms of the number of gods of death, an undead in this area must be harvested at least several times.

So the Stag Fleet rushed towards the Storm at full speed.Others will naturally have to find ways to hire caravans and the like to help transport.

That is to say, only with high racial quality and strong combat power can the empire s strength be maintained.Of course, no one can skip his middleman. Because when other players come, they won t pay attention at all, so as long as he brings someone to take over the task, he will receive one thousand gold coins regardless of whether he succeeds or not.

Level 95 The difference between hero templates will widen as the level increases.It s not unacceptable to think about it this way. Because the higher the level of the arms, the smaller the number.

Trebuchets, artillery, etc. are too bulky and pose little threat to the giant dragon, but the bed crossbow can be regarded as the nemesis of the giant beast.Is that okay Soth explained the situation directly.

Quick Zhao Hao quickened his pace. Soon, as he walked around a street, he saw a group of dragons in front of him who were constantly attacking the thick, solid, but dilapidated metal gate with their dragon breath, claws, and tails.As long as you pass level 100, it will be truly epic.

That s right, they are not taking advantage of the situation, but are here to save the refugees.However, the facts proved that our own long range output was more than sufficient, and even exceeded it.

There was nothing to worry about. That is to say, they are worried that there will be too many in the nest, and at the same time they are afraid of escaping, otherwise they will go straight to the nest Xiao Bingbing of the He family reminds you after reading this, remember to collect a decayed old face peeking out from behind the door.

The attack speed is doubled, which makes its killing speed qualitatively change.Although taking the initiative to stand up will take a lot of risks, it can also scare other teams and make people afraid to make their own decisions.

Isn t it nice to have a remaining port and a large number of warships and auxiliary ships.