{"id":4379,"date":"2024-06-19T08:38:58","date_gmt":"2024-06-19T06:38:58","guid":{"rendered":"https:\/\/www.ommadata.ai\/?p=4379"},"modified":"2024-06-19T08:50:03","modified_gmt":"2024-06-19T06:50:03","slug":"omma-2","status":"publish","type":"post","link":"https:\/\/www.ommadata.ai\/es\/2024\/06\/19\/omma-2\/","title":{"rendered":"OMMA"},"content":{"rendered":"

Calidad del Dato impulsada con IA Generativa<\/mark>
<\/h2>\n\n\n\n

Fuente: <\/strong>Juan Ram\u00f3n Gonz\u00e1lez <\/p>\n\n\n\n


<\/p>\n\n\n\n

\u00a1Crear y desplegar reglas de calidad de forma simple, sin errores y utilizando lenguaje natural ya es una realidad con OMMA<\/a>!<\/p>\n\n\n\n

Mediante la integraci\u00f3n de Modelos de Lenguaje Grande (LLMs)<\/strong><\/mark>, hemos transformado este proceso, haci\u00e9ndolo m\u00e1s accesible, eficiente y preciso. Esta evoluci\u00f3n de nuestra herramienta OMMA permite a los usuarios formular reglas de calidad en lenguaje natural,<\/mark><\/strong> facilitando as\u00ed la gesti\u00f3n de datos sin necesidad de conocimientos t\u00e9cnicos avanzados.<\/p>\n\n\n\n


Con este desarrollo, hemos evolucionado nuestra soluci\u00f3n logrando:<\/p>\n\n\n\n

    \n
  1. Simplificaci\u00f3n del Proceso:<\/strong> OMMA permite a los usuarios definir pol\u00edticas de calidad de datos utilizando lenguaje natural. Esta capacidad reduce la complejidad del proceso, haci\u00e9ndolo m\u00e1s intuitivo y accesible.
    <\/li>\n\n\n\n
  2. Eficiencia Mejorada:<\/strong> La creaci\u00f3n de reglas de calidad de datos es ahora m\u00e1s r\u00e1pida y menos propensa a errores, lo que acelera la implementaci\u00f3n y mejora la precisi\u00f3n.
    <\/li>\n\n\n\n
  3. Transformaci\u00f3n Integral:<\/strong> La posibilidad de generar m\u00faltiples reglas a partir de una sola instrucci\u00f3n y convertir sentencias SQL en reglas utilizables representa un avance significativo en la gesti\u00f3n de la calidad de datos.<\/li>\n<\/ol>\n\n\n\n


    <\/p>\n\n\n\n

    <\/p>\n\n\n\n

    A nivel de arquitectura en OMMA y LLMs hemos hecho avances significativos, como:<\/p>\n\n\n\n

    <\/p>\n\n\n\n

      \n
    1. Arquitectura de Agentes Inteligentes:<\/strong> Hemos desarrollado una estructura de agentes que coordinan todas las acciones necesarias para la creaci\u00f3n de reglas en OMMA.<\/a> Utilizamos modelos GPT-4O y GPT-3.5 turbo para manejar tareas espec\u00edficas, asegurando precisi\u00f3n y consistencia. 
      <\/li>\n\n\n\n
    2. Modularidad y Escalabilidad:<\/strong> La arquitectura modular facilita la extensi\u00f3n y el mantenimiento del sistema, permitiendo agregar nuevas funciones y adaptarse a cambios en los requisitos de manera sencilla.
      <\/li>\n\n\n\n
    3. Flujo de Ejecuci\u00f3n Definido:<\/strong> Un planificador central coordina el flujo de ejecuci\u00f3n, asegurando que cada paso se realice de manera estructurada y fiable.
      <\/li>\n\n\n\n
    4. Integraci\u00f3n End-to-End:<\/strong> Desde la generaci\u00f3n de reglas hasta su revisi\u00f3n en el front-end, OMMA proporciona una experiencia de usuario robusta y fluida, integrando la IA generativa en cada etapa del proceso.<\/li>\n<\/ol>\n\n\n\n


      <\/p>\n\n\n\n

      <\/p>\n\n\n\n

      Y esto no termina aqu\u00ed. Seguimos evolucionando OMMA de forma continua<\/mark><\/strong> para mejorar su funcionamiento, uso y resultados. Por ello, actualmente estamos trabajando en nuevas integraciones, como un recomendador inteligente de reglas y la capacidad de convertir sentencias SQL en reglas utilizables, para seguir optimizando la gesti\u00f3n de la calidad de datos. Adem\u00e1s de explorar la implementaci\u00f3n de LangGraph para mejorar a\u00fan m\u00e1s nuestra arquitectura de agentes.<\/p>\n\n\n\n

      <\/p>\n\n\n\n


      OMMA ha evolucionado para redefinir la gesti\u00f3n de la calidad de los datos.<\/mark><\/strong> Con tecnolog\u00edas como la IA Generativa, OMMA ofrece una soluci\u00f3n accesible, eficiente y precisa que se<\/mark> <\/strong>adapta a las necesidades de cualquier organizaci\u00f3n, mejorando sus resultados y ventaja competitiva.<\/p>\n\n\n\n

      Te contamos c\u00f3mo lo hemos hecho posible.<\/mark><\/strong>

      Lee el art\u00edculo completo <\/strong>      AQU\u00cd<\/a><\/strong> <\/a><\/mark>y revoluciona con OMMA la calidad del dato en tu sector. <\/p>\n\n\n\n

      <\/a><\/p>","protected":false},"excerpt":{"rendered":"

      Calidad del Dato impulsada con IA Generativa Fuente: Juan Ram\u00f3n Gonz\u00e1lez \u00a1Crear y desplegar reglas de calidad de forma simple, sin errores y utilizando lenguaje natural ya es una realidad con OMMA! Mediante la integraci\u00f3n de Modelos de Lenguaje Grande (LLMs), hemos transformado este proceso, haci\u00e9ndolo m\u00e1s accesible, eficiente y preciso. Esta evoluci\u00f3n de nuestra […]<\/p>\n","protected":false},"author":3,"featured_media":4384,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[29,13,21,11,14,23,30,18],"class_list":["post-4379","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sin-categoria","tag-ai","tag-big-data","tag-calidad-del-dato","tag-data-quality","tag-ia","tag-omma","tag-premio","tag-tecnologia"],"yoast_head":"\nOMMA - OMMA Data - Quality Data Starts with OMMA OMMA Data - Quality Data Starts with OMMA<\/title>\n<meta name=\"description\" content=\"\u00a1Crear y desplegar reglas de calidad de forma simple, sin errores y utilizando lenguaje natural ya es una realidad con OMMA!Mediante la integ\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.ommadata.ai\/es\/2024\/06\/19\/omma-2\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"OMMA - OMMA Data - Quality Data Starts with OMMA OMMA Data - Quality Data Starts with OMMA\" \/>\n<meta property=\"og:description\" content=\"\u00a1Crear y desplegar reglas de calidad de forma simple, sin errores y utilizando lenguaje natural ya es una realidad con OMMA!Mediante la integ\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ommadata.ai\/es\/2024\/06\/19\/omma-2\/\" \/>\n<meta property=\"og:site_name\" content=\"OMMA Data - Quality Data Starts with OMMA\" \/>\n<meta property=\"article:published_time\" content=\"2024-06-19T06:38:58+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-19T06:50:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.ommadata.ai\/wp-content\/uploads\/2024\/06\/onna_blog_ESP.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1080\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"bortega\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"bortega\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.ommadata.ai\\\/2024\\\/06\\\/19\\\/omma-2\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.ommadata.ai\\\/2024\\\/06\\\/19\\\/omma-2\\\/\"},\"author\":{\"name\":\"bortega\",\"@id\":\"https:\\\/\\\/www.ommadata.ai\\\/#\\\/schema\\\/person\\\/871db6d70d8e918d8d7ce778f11f7c51\"},\"headline\":\"OMMA\",\"datePublished\":\"2024-06-19T06:38:58+00:00\",\"dateModified\":\"2024-06-19T06:50:03+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.ommadata.ai\\\/2024\\\/06\\\/19\\\/omma-2\\\/\"},\"wordCount\":494,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.ommadata.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.ommadata.ai\\\/2024\\\/06\\\/19\\\/omma-2\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.ommadata.ai\\\/wp-content\\\/uploads\\\/2024\\\/06\\\/onna_blog_ESP.jpg\",\"keywords\":[\"AI\",\"BIG DATA\",\"calidad del dato\",\"DATA QUALITY\",\"IA\",\"OMMA\",\"premio\",\"tecnolog\u00eda\"],\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.ommadata.ai\\\/2024\\\/06\\\/19\\\/omma-2\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.ommadata.ai\\\/2024\\\/06\\\/19\\\/omma-2\\\/\",\"url\":\"https:\\\/\\\/www.ommadata.ai\\\/2024\\\/06\\\/19\\\/omma-2\\\/\",\"name\":\"OMMA - 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