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.
Este 2018, Panda Express y toda la comunidad china da la bienvenida al Año del Perro, un signo caracterizado por la armonía en la vida familiar, el patriotismo y la lealtad.
La separación y clasificación del flujo de los materiales triturados hacen posible que los plásticos, metales y otros materiales puedan ser reutilizados.
El año pasado, 50% de las empresas de servicios financieros dijeron que les preocupaba volverse obsoletas dentro de 3-5 años (5% más que el promedio mundial).
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Kang Zhirong didn t take pictures of others or speak himself.preparing to suppress the company and prepare to acquire it.
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It is just an ordinary residential house. But, it s very big.The evil fire in Du Heng s heart was rising. He looked at the people who were talking coldly and snorted, How much money people make is earned by hard work and earned with sweat, not by strong winds.
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Secondly, this treatment method seemed a bit sloppy and incomprehensible to him.What he said was what he had wanted to say for a long time, and when he guarded an account worth tens of millions every day, but couldn t cash out a penny, he felt tortured in his heart.
Didn t you see that I am meeting guests Go down Yan Jianbai took the jade bamboo slip and said sharply.You master it yourself.As for the spirit food, I can t explain it clearly.
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True Monarch Jin Hong pulled Min Haoyan back and shook his head secretly.Finally, at the last moment, you successfully comprehended the technique of rapid sword control.
Quietly watching Yan Jianbai read the jade bamboo slips in his hand.Ah Good When Xinghuo finally came to his senses when he heard Shao Nan s words, he agreed without thinking about how Shao Nan controlled the formation.
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These benefits are something that all the Seven Colored Continent Huixu Zhenyi can actually get.In the future, I will definitely devote myself to flying swords.
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No wonder he felt the name Xu Qi an was familiar to him.Silver Gong It s not here, it s an emergency, go quickly.
Duke Wei knows that, right Xu Qi an tentatively said.The father and son also saw Xu Qi an surrounded by Si Tianjian s white clothes, and Second Uncle Xu s tense expression relaxed obviously.
It is the difference between saying and not telling.If the subordinate officials do not rectify it for a day, the lives of the common people will not be improved.
At this time, Xu Qi an s actions aroused Song Tingfeng s idea.What do you mean Xu Qi an glanced at her.Fu Xiang pursed her lips, not daring to answer.
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So they sent someone to kidnap the mighty Marquis concubine s daughter, and hid her in a private house outside, planning to kill her afterward for lustful pleasures.That was too scary Zhang Shen s mouth twitched.Only Chen Tai looked at Xu Qi an with a smile.
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The reason for all this is that the princess of the Wan Yao Kingdom is still there.You wait for me here.Xu Qi an was suddenly taken advantage of, but he couldn t refute , nodded helplessly.
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Brother has something to ask.explain.In the future, when Erlang arrives in the realm of virtue, I need a promise from you.She didn t expect her elder brother to know what she was thinking.
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I suspect that there are still monsters lurking in the capital, and I want to ask the prison to open the eyes of the sky.What reward does the emperor have Hundreds of taels of silver, and a few bolts of silk.
But Xu Xinian s Confucian shirt made them hover on the edge of food and clothing The poor people in this area have maintained their sobriety.The eldest princess has gorgeous eyebrows and eyes, but her expression is as cold as frost and snow.
Por Oscar Romero | Director de Ventas para México y el Norte de América Latina