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.
En un mundo donde la competitividad es feroz y la eficiencia es clave, el mantenimiento predictivo emerge como una herramienta indispensable para las plantas industriales que buscan mantenerse a la vanguardia en un entorno en constante evolución.
Con el análisis de datos públicos disponibles en la red podemos saber dónde se encuentra nuestro cliente, qué le gusta, en qué horario está online y cómo se comporta en las redes.
Una encuesta realizada por un proveedor de tecnología basada en la nube que ayuda a los transportistas a conectar datos y procesos dispares desde paquetes
Los entrevistados para este reporte coinciden en afirmar que la asociación con un 3PL integral experto, sea en gestión de operaciones como de bienes raíces, puede proporcionar una solución perfecta y potente.
Only Cui Guanghai complained and didn t want to leave.He is now standing outside the ICU, standing quietly.
Two, you are pregnant, but for some reason, you need someone to take care of you.Dong Yuezhang was stunned again. After talking for a long time, you haven t been diagnosed yet Already done The follow up inspection has been done, don t worry, it s not wrong.
Similar things happen almost all the time in their departments, their hospitals, and major hospitals in the capital.If we really follow Han Yujian s suggestions, discussing the causes of the disease, the composition of the prescription, the medicinal properties of the prescription, and the follow up of the patient, this cannot be completed by one person.
It has evolved. Up to now, there are still six major therapies, which are acupuncture, cupping, herbal medicine, scraping, mortgage, and guidance.As a last resort, Director Chen said in a low voice, I just said that I don t understand Chinese medicine.
The reason is that she is relatively familiar with Jinzhou, and since she is a young person and has gone to college, it is much more convenient than farmers like them to go through some procedures.It was really uncomfortable to sleep, so he simply got up and washed himself, then went directly to the consulting room.
It was as big as an egg, and this piece was similar to Zhu Minyan s at that time.Another senior brother and I are the teacher s last two students.
Zhao Xinyuan, on the other hand, was smiling and responding to his parents like a normal person, and he was completely different from the skinny, madman like person before.Brother, wake up. What we sell is medicine and we can t hire spokespersons.
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Just now, he was unknowingly caught in the other party s charm.In its heyday, even the Ghost God Sect had to retreat.
If I see something right, most likely it has been secretly taken away by Yuanshi Mozun.His complexion became rosy again, and his internal strength was healed quickly under the treatment of good fortune qi.
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Mengren is good at controlling insects and beasts.The ancestors of Mengren accidentally found the coordinates of the small insect world.Gritting his teeth and attacking with all his strength, he finally shattered a corner of the big formation, and the ghost gate reorganized The speed suddenly dropped sharply, which was nothing to worry about.
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Mr. Fan, I sent a manuscript to your email. Please take a look. Pei Jihua stopped the editor eagerly and excitedly.Du Heng was very satisfied with Du Yi s inspection last night.
After the adjustment, can you do a good job in delivering the baby Wei Wen exhaled first, and then said calmly, Don t worry, Xiao Heng, I can do it.
Huo Yinhua also took a step forward, Dean, I have no problem.However, these juniors were too enthusiastic and did not give Du Heng a chance to refuse.
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Looking at the registered age of the patient, he is only 41 years old, which is still very young.Across the table sat Yu Haiting, who looked sad. As soon as Yu Haiting stood up, he saw Du Heng appearing at the door, Dean, I m just going to find you.
What is intestinal metaplasia is the mucosal epithelial tissue of the small intestine or large intestine containing Panett cells or goblet cells, referred to as intestinal metaplasia.After taking many anti wind medicines, the disease was not cured, and the patient was injured in both qi and yin.
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Two Your king is just a prince without real power.I have investigated him and there is no problem.This means that Xu Qi an is helpless.Not long after, a letter was written, and Li Miaozhen handed the letter to Susu Give the letter to Yang Chuannan sent it.
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What Zhou Chixiong really cares about is the master behind the charm.In the 20th year of Yuanjing, the imperial court once promoted the sale of officials, all of which were positions related to water transportation.
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Por Oscar Romero | Director de Ventas para México y el Norte de América Latina