{"id":4650,"date":"2025-09-04T13:38:10","date_gmt":"2025-09-04T10:38:10","guid":{"rendered":"https:\/\/blog.sailet.kz\/?p=4650"},"modified":"2025-09-04T13:38:10","modified_gmt":"2025-09-04T10:38:10","slug":"quality-control-system","status":"publish","type":"post","link":"https:\/\/blog.sailet.kz\/es\/quality-control-system\/","title":{"rendered":"C\u00f3mo en 120 d\u00edas Sailet desarroll\u00f3 un sistema de control de calidad para expertos judiciales independientes"},"content":{"rendered":"
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La Alianza de Expertos Judiciales Independientes (ANS\u00c9) es una asociaci\u00f3n de profesionales de diferentes disciplinas. Llevan a cabo investigaciones en sus respectivas \u00e1reas y elaboran conclusiones que son utilizadas por tribunales y organizaciones. En el trabajo de la alianza participan especialistas en estudios religiosos, ling\u00fc\u00edstica, econom\u00eda, ingenier\u00eda automotriz y otros tipos de investigaciones. Con el aumento del n\u00famero de empleados tambi\u00e9n aumenta la cantidad de conclusiones que deben ser verificadas. Sailet ha desarrollado un sistema de control de calidad basado en inteligencia artificial. Mantiene altos est\u00e1ndares de trabajo y reduce la carga sobre el personal experimentado. Un joven experto sube la conclusi\u00f3n y los materiales del caso. El sistema revisa el texto, se\u00f1ala errores y prepara una revisi\u00f3n. Tiene en cuenta casos anteriores de ANS\u00c9 y leyes actuales.
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Inicialmente, la solicitud fue muy espec\u00edfica: desarrollar un sistema que utilice inteligencia artificial para mejorar las cualificaciones de expertos en reglas de tr\u00e1nsito. Para preparar conclusiones, es importante que los especialistas sepan analizar r\u00e1pidamente situaciones en la v\u00eda p\u00fablica, notar detalles, evaluar el comportamiento de los participantes y aplicar correctamente las normas legales.<\/span><\/p>

La Inteligencia Artificial podr\u00eda generar diferentes escenarios, la visualizaci\u00f3n en 3D ayudar\u00eda a \"ver\" el momento controvertido desde la perspectiva del experto, mientras que los ejercicios de prueba consolidar\u00edan el material.<\/span><\/p>

Sin embargo, durante las discusiones, los requisitos se ampliaron. Finalmente, se decidi\u00f3 crear una plataforma capaz de funcionar en otras \u00e1reas de actividad pericial tambi\u00e9n. Para la primera etapa del MVP, eligieron religi\u00f3n.<\/span> — \u043e\u0434\u043d\u043e \u0438\u0437 \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0439, \u0433\u0434\u0435 \u0410\u041d\u0421\u042d \u0430\u043a\u0442\u0438\u0432\u043d\u043e \u0433\u043e\u0442\u043e\u0432\u0438\u0442 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432.<\/span><\/p>

El principal problema radicaba en que la comprobaci\u00f3n de los trabajos de los especialistas j\u00f3venes consum\u00eda recursos de los expertos m\u00e1s veteranos. Su tiempo tiene alto costo, pero gran parte de \u00e9l se gastaba en revisiones rutinarias. Esto ralentizaba los procesos y reduc\u00eda la eficiencia general de toda la organizaci\u00f3n.<\/span><\/p>

Ahora, parte de esta carga ha sido delegada a un sistema de inteligencia artificial. Un experto carga su conclusi\u00f3n y recibe una revisi\u00f3n completa que indica errores, imprecisiones y referencias incorrectas a actos normativos. La IA compara el documento con una base de conocimientos integrada con legislaci\u00f3n relevante, leyes y libros religiosos. Como resultado, el especialista recibe recomendaciones que lo ayudan a crecer profesionalmente. Los colegas seniors ya no tienen que distraerse revisando cada documento, lo que permite ahorrar tanto tiempo como dinero a la empresa. Los recursos liberados pueden dirigirse hacia tareas clave que traen valor real a la organizaci\u00f3n.<\/span><\/p>

Lo interesante de la inteligencia artificial es que puede aprender. Al desarrollar el sistema, Sailet previ\u00f3 esta opci\u00f3n. Si un experto no est\u00e1 de acuerdo con los comentarios realizados por el sistema o considera que son inexactos, puede enviar retroalimentaci\u00f3n. Estas observaciones son revisadas por el administrador junto con expertos s\u00e9nior, despu\u00e9s de lo cual se introducen cambios en la base de conocimiento. De este modo, la IA aprende constantemente y se vuelve m\u00e1s precisa. Pero eso no es todo. El sistema est\u00e1 vinculado a modelos mundiales que se actualizan regularmente y se hacen m\u00e1s inteligentes. Esto permite que la soluci\u00f3n permanezca relevante y evolucione junto con tecnolog\u00edas avanzadas.<\/span><\/p>

Una vez, el sistema indic\u00f3 una imprecisi\u00f3n incluso en el trabajo del director de ANS\u00c9. Para el equipo, esto fue una se\u00f1al de que la soluci\u00f3n realmente alcanzaba un nuevo nivel de calidad.<\/span><\/p>

\u00bfC\u00f3mo implement\u00f3 Sailet el proyecto?<\/h4>

El desarrollo dur\u00f3 aproximadamente cuatro meses. Durante el proceso hubo que superar tanto limitaciones t\u00e9cnicas como l\u00f3gicas. Un problema fundamental fue el l\u00edmite de tokens impuesto a la red neuronal. El modelo no pod\u00eda procesar completamente grandes opiniones de expertos de manera integral. Una soluci\u00f3n creativa consisti\u00f3 en conectar simult\u00e1neamente dos modelos de IA, cada uno encarg\u00e1ndose de su propio papel en el an\u00e1lisis de datos. Mientras uno se ocupaba de analizar y estructurar el documento, el otro trabajaba en la generaci\u00f3n de revisiones detalladas. Este enfoque permiti\u00f3 distribuir la carga y garantizar una alta precisi\u00f3n en el an\u00e1lisis.<\/span><\/p>

Adem\u00e1s, la IA no operaba en un vac\u00edo. Para poder ayudar verdaderamente a los expertos j\u00fanior, el sistema fue entrenado en la base de conocimientos del mismo Alianza. Se trataba de archivos de procesos pasados, conclusiones ejemplares verificadas por especialistas s\u00e9niors. Adem\u00e1s, la IA continua refiri\u00e9ndose continuamente a bases de datos normativas y legales actualizadas, leyes y literatura especializada. Gracias a esto, las revisiones se respaldan con referencias a documentos frescos.\u00a0<\/span><\/p>

Para Sailet, este caso fue \u00fanico. No solo automatizamos el proceso, sino que creamos un sistema que combina las mejores pr\u00e1cticas de IA y trabajo de expertos en vivo. B\u00e1sicamente, es una herramienta de aprendizaje y crecimiento continuos. Las tecnolog\u00edas ayudan a los expertos a trabajar mejor. Por su parte, los expertos capacitan al sistema y lo hacen m\u00e1s confiable. Nosotros, a nuestra vez, somos capaces de implementar soluciones de IA en \u00e1reas muy especializadas y convertirlas en herramientas operativas para empresas y organismos gubernamentales.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\u2726 Reg\u00edstrese para una consulta ahora mismo<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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y descubra c\u00f3mo la implementaci\u00f3n de soluciones IT puede ayudar a su empresa a mejorar<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tInscribirse<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Realizan investigaciones en sus respectivos campos y preparan conclusiones basadas en estas investigaciones...","protected":false},"author":3,"featured_media":4658,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"csco_singular_sidebar":"","csco_page_header_type":"","csco_page_load_nextpost":"","footnotes":""},"categories":[9,30,13],"tags":[],"class_list":{"0":"post-4650","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-9","8":"category---ru-ru-ru","9":"category-13","10":"cs-entry"},"yoast_head":"\n\u041a\u0430\u043a \u0437\u0430 120 \u0434\u043d\u0435\u0439 Sailet \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043b \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044f \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0434\u043b\u044f \u043d\u0435\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u044b\u0445 \u0441\u0443\u0434\u0435\u0431\u043d\u044b\u0445 \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u043e\u0432 - 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