{"id":5813,"date":"2026-10-31T10:21:19","date_gmt":"2026-10-31T13:21:19","guid":{"rendered":"https:\/\/www.hashdata.app\/?page_id=5813"},"modified":"2026-11-01T07:15:45","modified_gmt":"2026-11-01T10:15:45","slug":"analisis-avanzados","status":"publish","type":"page","link":"https:\/\/www.hashdata.app\/es\/analisis-avanzados\/","title":{"rendered":"An\u00e1lisis Avanzados"},"content":{"rendered":"\n<div class=\"hd-feat hd-feat-analises\">\n<div class=\"hd-feat-in\">\n\n  <div class=\"hd-hero\">\n    <h1><strong>An\u00e1lisis Avanzados:<\/strong> cada recolecci\u00f3n se convierte en decisi\u00f3n el mismo d\u00eda<\/h1>\n    <p class=\"hd-lead\">Los An\u00e1lisis Avanzados de HashData convierten los datos de checklists, auditor\u00edas e inspecciones en dashboards que se actualizan con cada respuesta. Las propias \u00e1reas arman los paneles, filtran por unidad, per\u00edodo o responsable y los comparten con quien los necesita, sin exportar hojas de c\u00e1lculo y sin depender de TI.<\/p>\n    <div class=\"hd-actions\">\n      <a class=\"hd-btn hd-btn--primary\" href=\"\/es\/#contato\">Solicitar demostraci\u00f3n<\/a>\n      <a class=\"hd-btn hd-btn--outline\" href=\"#dashboards-personalizaveis\">C\u00f3mo funciona<\/a>\n    <\/div>\n\n    <section class=\"hd-dash\" aria-labelledby=\"hd-dash-title\" data-hd-dados=\"{&quot;all-30&quot;:{&quot;k1&quot;:412,&quot;k1d&quot;:&quot;+8% respecto al per\u00edodo anterior&quot;,&quot;k2&quot;:94,&quot;k3&quot;:57,&quot;k3d&quot;:&quot;12 con acci\u00f3n en curso&quot;,&quot;bars&quot;:[21,15,12,9]},&quot;all-7&quot;:{&quot;k1&quot;:98,&quot;k1d&quot;:&quot;+3% respecto a la semana anterior&quot;,&quot;k2&quot;:95,&quot;k3&quot;:12,&quot;k3d&quot;:&quot;4 con acci\u00f3n en curso&quot;,&quot;bars&quot;:[5,3,2,2]},&quot;a-30&quot;:{&quot;k1&quot;:236,&quot;k1d&quot;:&quot;+11% respecto al per\u00edodo anterior&quot;,&quot;k2&quot;:96,&quot;k3&quot;:22,&quot;k3d&quot;:&quot;5 con acci\u00f3n en curso&quot;,&quot;bars&quot;:[8,4,6,4]},&quot;a-7&quot;:{&quot;k1&quot;:57,&quot;k1d&quot;:&quot;+5% respecto a la semana anterior&quot;,&quot;k2&quot;:97,&quot;k3&quot;:4,&quot;k3d&quot;:&quot;1 con acci\u00f3n en curso&quot;,&quot;bars&quot;:[2,1,1,0]},&quot;b-30&quot;:{&quot;k1&quot;:176,&quot;k1d&quot;:&quot;+4% respecto al per\u00edodo anterior&quot;,&quot;k2&quot;:91,&quot;k3&quot;:35,&quot;k3d&quot;:&quot;7 con acci\u00f3n en curso&quot;,&quot;bars&quot;:[13,11,6,5]},&quot;b-7&quot;:{&quot;k1&quot;:41,&quot;k1d&quot;:&quot;\u22122% respecto a la semana anterior&quot;,&quot;k2&quot;:92,&quot;k3&quot;:8,&quot;k3d&quot;:&quot;3 con acci\u00f3n en curso&quot;,&quot;bars&quot;:[3,2,1,2]}}\">\n      <div class=\"hd-dash-head\">\n        <h2 id=\"hd-dash-title\">Calidad \u00b7 No conformidades<\/h2>\n        <div class=\"hd-filters\">\n          <div class=\"hd-fgroup\" role=\"group\" aria-label=\"Unidad\">\n            <span>Unidad<\/span>\n            <button type=\"button\" data-f=\"u\" data-v=\"all\" aria-pressed=\"true\">Todas<\/button>\n            <button type=\"button\" data-f=\"u\" data-v=\"a\" aria-pressed=\"false\">Planta A<\/button>\n            <button type=\"button\" data-f=\"u\" data-v=\"b\" aria-pressed=\"false\">Planta B<\/button>\n          <\/div>\n          <div class=\"hd-fgroup\" role=\"group\" aria-label=\"Per\u00edodo\">\n            <span>Per\u00edodo<\/span>\n            <button type=\"button\" data-f=\"p\" data-v=\"7\" aria-pressed=\"false\">7 d\u00edas<\/button>\n            <button type=\"button\" data-f=\"p\" data-v=\"30\" aria-pressed=\"true\">30 d\u00edas<\/button>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div class=\"hd-kpis\" aria-live=\"polite\">\n        <div class=\"hd-kpi\"><small>Inspecciones realizadas<\/small><strong data-hd=\"k1\">412<\/strong><em data-hd=\"k1d\">+8% respecto al per\u00edodo anterior<\/em><\/div>\n        <div class=\"hd-kpi\"><small>\u00cdtems conformes<\/small><strong data-hd=\"k2\">94%<\/strong><em>Meta: 95%<\/em><\/div>\n        <div class=\"hd-kpi\"><small>No conformidades<\/small><strong data-hd=\"k3\">57<\/strong><em data-hd=\"k3d\">12 con acci\u00f3n en curso<\/em><\/div>\n      <\/div>\n      <div class=\"hd-chart\">\n        <h3>No conformidades por categor\u00eda<\/h3>\n        <div class=\"hd-bar\"><span>Buenas pr\u00e1cticas<\/span><div class=\"hd-bar-track\"><div class=\"hd-bar-fill\" data-hd=\"b1\" style=\"width:100%\"><\/div><\/div><b data-hd=\"v1\">21<\/b><\/div>\n        <div class=\"hd-bar\"><span>Temperatura<\/span><div class=\"hd-bar-track\"><div class=\"hd-bar-fill\" data-hd=\"b2\" style=\"width:71%\"><\/div><\/div><b data-hd=\"v2\">15<\/b><\/div>\n        <div class=\"hd-bar\"><span>Higienizaci\u00f3n<\/span><div class=\"hd-bar-track\"><div class=\"hd-bar-fill\" data-hd=\"b3\" style=\"width:57%\"><\/div><\/div><b data-hd=\"v3\">12<\/b><\/div>\n        <div class=\"hd-bar\"><span>Documentaci\u00f3n<\/span><div class=\"hd-bar-track\"><div class=\"hd-bar-fill\" data-hd=\"b4\" style=\"width:43%\"><\/div><\/div><b data-hd=\"v4\">9<\/b><\/div>\n      <\/div>\n      <p class=\"hd-dash-foot\">Datos ilustrativos. Pruebe los filtros: todos los indicadores y gr\u00e1ficos del panel se recalculan juntos.<\/p>\n    <\/section>\n  <\/div>\n\n    <section id=\"resumo\" class=\"hd-sec\" aria-labelledby=\"hd-resumo-title\">\n      <div class=\"hd-wrap\">\n        <h2 class=\"hd-title\" id=\"hd-resumo-title\"><strong>En resumen<\/strong><\/h2>\n        <div class=\"hd-summary\">\n          <p>Los An\u00e1lisis Avanzados (HashData Advanced Reports) son el m\u00f3dulo de Business Intelligence de HashData. Los datos de formularios, checklists, auditor\u00edas y encuestas se convierten en dashboards interactivos que se actualizan con cada recolecci\u00f3n, con filtros din\u00e1micos, mapas, metas y uso compartido controlado por perfil. El m\u00f3dulo se completa con resultados nativos de cada formulario, exportaciones en PDF, Excel y Word, informes personalizados en Excel y notificaciones autom\u00e1ticas por correo.<\/p>\n        <\/div>\n        <div class=\"hd-index\">\n          <a href=\"#dashboards-personalizaveis\"><b>Dashboards personalizables<\/b><span>Paneles armados por las propias \u00e1reas<\/span><\/a>\n          <a href=\"#resultados-em-tempo-real\"><b>Resultados en tiempo real<\/b><span>Cada recolecci\u00f3n ya aparece en los n\u00fameros<\/span><\/a>\n          <a href=\"#dados-e-relatorios-exportaveis\"><b>Datos e informes exportables<\/b><span>PDF, Excel, Word y plantillas propias<\/span><\/a>\n          <a href=\"#notificacoes\"><b>Notificaciones<\/b><span>Avisos por correo con condiciones<\/span><\/a>\n        <\/div>\n      <\/div>\n    <\/section>\n\n    <section id=\"dashboards-personalizaveis\" class=\"hd-sec hd-band hd-band--light\" aria-labelledby=\"hd-dashsec-title\">\n      <div class=\"hd-wrap\">\n        <h2 class=\"hd-title\" id=\"hd-dashsec-title\"><strong>Dashboards personalizables<\/strong> sin depender de TI<\/h2>\n        <div class=\"hd-prose\">\n          <p>Los paneles se arman seleccionando campos y arrastrando y soltando: se elige el dato, el tipo de gr\u00e1fico y c\u00f3mo agrupar, por unidad, por responsable, por categor\u00eda o a lo largo del tiempo. Los usuarios t\u00e9cnicos pueden ir m\u00e1s all\u00e1 con consultas y f\u00f3rmulas para tasas, variaciones y razones entre indicadores.<\/p>\n          <p>Como los datos vienen directamente de HashData, no hay exportaci\u00f3n, hoja de c\u00e1lculo intermedia ni integraci\u00f3n que configurar. Una pregunta nueva en el formulario puede convertirse en un gr\u00e1fico el mismo d\u00eda.<\/p>\n        <\/div>\n <figure class=\"hd-shot\">\n          <img src=\"\/wp-content\/uploads\/2026\/11\/img-analises-avancadas-es.webp\" width=\"1600\" height=\"908\" alt=\"Dashboard de calidad en los An\u00e1lisis Avanzados de HashData: indicadores de auditor\u00edas, no conformidades abiertas, cierre en plazo y conformidad general, gr\u00e1fico diario por estado, mapa de los registros, no conformidades por categor\u00eda, registros por unidad y tabla de detalle\" loading=\"lazy\" decoding=\"async\" title=\"An\u00e1lisis Avanzados\">\n          <figcaption>Ejemplo de panel: indicadores, tendencia, mapa y detalle de las no conformidades, todos con los mismos filtros.<\/figcaption>\n        <\/figure>\n        <h3>El gr\u00e1fico adecuado para cada pregunta<\/h3>\n        <div class=\"hd-table\">\n          <table>\n            <thead><tr><th scope=\"col\">Pregunta del gerente<\/th><th scope=\"col\">Visualizaci\u00f3n<\/th><th scope=\"col\">Ejemplo<\/th><\/tr><\/thead>\n            <tbody>\n              <tr><td>\u00bfCu\u00e1nto?<\/td><td>Indicador o medidor de meta<\/td><td>Porcentaje de \u00edtems conformes, con la meta marcada<\/td><\/tr>\n              <tr><td>\u00bfC\u00f3mo evolucion\u00f3?<\/td><td>L\u00ednea o \u00e1rea<\/td><td>No conformidades por semana en el \u00faltimo trimestre<\/td><\/tr>\n              <tr><td>\u00bfQui\u00e9n o cu\u00e1l es mayor?<\/td><td>Barras<\/td><td>No conformidades por l\u00ednea, turno o responsable<\/td><\/tr>\n              <tr><td>\u00bfC\u00f3mo se divide el total?<\/td><td>Torta, treemap o mosaico<\/td><td>Ocurrencias por tipo y unidad<\/td><\/tr>\n              <tr><td>\u00bfD\u00f3nde?<\/td><td>Mapa<\/td><td>Cobertura de las visitas de campo, con puntos o mapa de calor<\/td><\/tr>\n              <tr><td>\u00bfCu\u00e1les son los detalles?<\/td><td>Tabla<\/td><td>Lista de las no conformidades abiertas, con fecha, tipo y plazo<\/td><\/tr>\n            <\/tbody>\n          <\/table>\n        <\/div>\n\n        <div class=\"hd-split\">\n          <article class=\"hd-panel\" aria-labelledby=\"hd-filt-title\">\n            <h3 id=\"hd-filt-title\">Filtros que recalculan todo<\/h3>\n            <ul>\n              <li>Filtro de per\u00edodo con rangos predefinidos, como hoy, 7 o 30 d\u00edas.<\/li>\n              <li>Filtros por unidad, responsable o cualquier campo del formulario.<\/li>\n              <li>Selecci\u00f3n de un \u00e1rea en el mapa para filtrar los dem\u00e1s gr\u00e1ficos.<\/li>\n              <li>Navegaci\u00f3n de un panel general al panel de detalle.<\/li>\n            <\/ul>\n          <\/article>\n          <article class=\"hd-panel\" aria-labelledby=\"hd-pub-title\">\n            <h3 id=\"hd-pub-title\">Un panel para cada p\u00fablico<\/h3>\n            <ul>\n              <li>Direcci\u00f3n: indicadores principales y tendencia de todas las unidades.<\/li>\n              <li>Gesti\u00f3n: comparaci\u00f3n entre unidades y categor\u00edas.<\/li>\n              <li>Supervisi\u00f3n: detalle del \u00e1rea propia y lista de pendientes.<\/li>\n              <li>Uso compartido controlado por perfil, incluso con clientes externos.<\/li>\n            <\/ul>\n          <\/article>\n        <\/div>\n      <\/div>\n    <\/section>\n\n    <section id=\"resultados-em-tempo-real\" class=\"hd-sec hd-band hd-band--dark\" aria-labelledby=\"hd-tempo-title\">\n      <div class=\"hd-wrap\">\n        <h2 class=\"hd-title\" id=\"hd-tempo-title\"><strong>Resultados en tiempo real,<\/strong> sin esperar el cierre<\/h2>\n        <div class=\"hd-prose\">\n          <p>Cada recolecci\u00f3n enviada pasa a formar parte de los paneles. La gesti\u00f3n ve el problema el d\u00eda en que se registr\u00f3, y no en el informe de fin de mes. En operaciones sin conexi\u00f3n, los datos llegan a los paneles en cuanto el dispositivo se sincroniza.<\/p>\n          <p>Adem\u00e1s de los dashboards, cada formulario tiene su propia \u00e1rea de resultados, con gr\u00e1ficos de barras, torta o l\u00ednea agrupados por respuesta o por fecha, que pueden copiarse o guardarse como imagen.<\/p>\n          <p>Cuando el \u00e1rea de trabajo usa las Rutinas de Recolecci\u00f3n, el cumplimiento de las rutinas tambi\u00e9n llega a los paneles: inspecciones realizadas y no realizadas, por rutina, formulario, colaborador y per\u00edodo. Los resultados de los campos calculados, como notas de auditor\u00eda e \u00edndices, llegan listos para analizar.<\/p>\n        <\/div>\n      <\/div>\n    <\/section>\n\n    <section id=\"dados-e-relatorios-exportaveis\" class=\"hd-sec\" aria-labelledby=\"hd-exp-title\">\n      <div class=\"hd-wrap\">\n        <h2 class=\"hd-title\" id=\"hd-exp-title\"><strong>Datos e informes exportables<\/strong><\/h2>\n        <div class=\"hd-prose\">\n          <p>Los datos y los paneles pueden exportarse en PDF, Excel y Word para reuniones, auditor\u00edas o env\u00edo a clientes. Para documentos con dise\u00f1o propio, los informes personalizados usan una plantilla en Excel con marcadores que HashData completa con las respuestas seleccionadas, manteniendo el formato original.<\/p>\n        <\/div>\n        <div class=\"hd-table\">\n          <table>\n            <thead><tr><th scope=\"col\">Tipo de plantilla<\/th><th scope=\"col\">Para qu\u00e9 sirve<\/th><th scope=\"col\">Ejemplo<\/th><\/tr><\/thead>\n            <tbody>\n              <tr><td>Respuesta \u00fanica<\/td><td>Un documento a partir de una recolecci\u00f3n<\/td><td>Informe de inspecci\u00f3n o certificado individual<\/td><\/tr>\n              <tr><td>Lista<\/td><td>Varias respuestas en filas<\/td><td>Lista de asistencia o relaci\u00f3n de inspecciones del d\u00eda<\/td><\/tr>\n              <tr><td>Filtro<\/td><td>Respuestas separadas por criterio<\/td><td>Informe con una secci\u00f3n por departamento o unidad<\/td><\/tr>\n            <\/tbody>\n          <\/table>\n        <\/div>\n        <p class=\"hd-note\">Los marcadores usan el nombre de campo de cada pregunta, como <code>{{nombre_del_campo}}<\/code>, el mismo que se usa en notificaciones, f\u00f3rmulas y automatizaciones.<\/p>\n      <\/div>\n    <\/section>\n\n    <section id=\"notificacoes\" class=\"hd-sec hd-band hd-band--light\" aria-labelledby=\"hd-not-title\">\n      <div class=\"hd-wrap\">\n        <h2 class=\"hd-title\" id=\"hd-not-title\"><strong>Notificaciones<\/strong> para quien necesita actuar<\/h2>\n        <div class=\"hd-prose\">\n          <p>Cada formulario puede tener notificaciones por correo que se disparan cuando una respuesta se crea, modifica o elimina. Las condiciones sobre las respuestas definen cu\u00e1ndo avisar: por ejemplo, solo cuando un \u00edtem se marca como no conforme o cuando la temperatura informada supera el l\u00edmite.<\/p>\n          <ul>\n            <li>Condiciones combinadas: todas, cualquiera, ninguna o una expresi\u00f3n personalizada.<\/li>\n            <li>Destinatarios elegidos entre los colaboradores o definidos por una respuesta del formulario.<\/li>\n            <li>La recolecci\u00f3n va adjunta en PDF, con fotos y las preguntas elegidas.<\/li>\n            <li>Cada notificaci\u00f3n puede habilitarse, deshabilitarse, clonarse o eliminarse.<\/li>\n          <\/ul>\n          <p>Para procesos con varias etapas, como aprobaciones, recordatorios y env\u00edo a otros sistemas, el <a href=\"https:\/\/www.hashdata.app\/es\/workflow-y-automatizacion\/\">Workflow<\/a> complementa las notificaciones.<\/p>\n        <\/div>\n      <\/div>\n    <\/section>\n\n    <section id=\"casos-de-uso\" class=\"hd-sec\" aria-labelledby=\"hd-casos-title\">\n      <div class=\"hd-wrap\">\n        <h2 class=\"hd-title\" id=\"hd-casos-title\"><strong>Casos de uso<\/strong> por sector<\/h2>\n        <div class=\"hd-table\">\n          <table>\n            <thead><tr><th scope=\"col\">Sector<\/th><th scope=\"col\">Indicadores t\u00edpicos<\/th><\/tr><\/thead>\n            <tbody>\n              <tr><td>Calidad industrial<\/td><td>No conformidades por l\u00ednea, turno y operador; tendencia; tasa de cierre en plazo<\/td><\/tr>\n              <tr><td>Industria alimentaria<\/td><td>Temperatura por c\u00e1mara y turno; registros fuera de rango; trazabilidad por lote<\/td><\/tr>\n              <tr><td>Programa 5S<\/td><td>Puntuaci\u00f3n por S, \u00e1rea y unidad a lo largo de las rondas<\/td><\/tr>\n              <tr><td>Mantenimiento<\/td><td>\u00d3rdenes abiertas y cerradas; tiempo medio de reparaci\u00f3n por equipo; cobertura de rondas<\/td><\/tr>\n              <tr><td>Seguridad laboral<\/td><td>Inspecciones previstas y realizadas; casi accidentes por \u00e1rea; charlas de seguridad por turno<\/td><\/tr>\n              <tr><td>Agronegocio<\/td><td>Cobertura geogr\u00e1fica de las visitas; aplicaciones por lote de cultivo; buenas pr\u00e1cticas por supervisor<\/td><\/tr>\n              <tr><td>Sostenibilidad<\/td><td>Consumo de energ\u00eda, agua y residuos por unidad y mes<\/td><\/tr>\n              <tr><td>Encuestas electorales y de opini\u00f3n<\/td><td>Avance de la muestra; intenci\u00f3n por regi\u00f3n, g\u00e9nero y edad; evoluci\u00f3n a lo largo de la campa\u00f1a<\/td><\/tr>\n            <\/tbody>\n          <\/table>\n        <\/div>\n      <\/div>\n    <\/section>\n\n    <section id=\"perguntas-frequentes\" class=\"hd-sec hd-faq\" aria-labelledby=\"hd-faq-title\">\n      <div class=\"hd-wrap\">\n        <h2 class=\"hd-title\" id=\"hd-faq-title\"><strong>Preguntas frecuentes<\/strong><\/h2>\n        <details>\n          <summary>\u00bfQu\u00e9 son los An\u00e1lisis Avanzados de HashData?<\/summary>\n          <p>Son el m\u00f3dulo de Business Intelligence de HashData. Los datos de formularios, checklists, auditor\u00edas y encuestas se convierten en dashboards interactivos que se actualizan con cada recolecci\u00f3n, con filtros, mapas, metas y uso compartido controlado.<\/p>\n        <\/details>\n        <details>\n          <summary>\u00bfNecesito exportar los datos a otra herramienta de BI?<\/summary>\n          <p>No. Los paneles usan directamente los datos recolectados en HashData, sin exportaci\u00f3n, hoja de c\u00e1lculo intermedia ni integraci\u00f3n que configurar.<\/p>\n        <\/details>\n        <details>\n          <summary>\u00bfQui\u00e9n arma los dashboards?<\/summary>\n          <p>Las propias \u00e1reas, seleccionando campos y arrastrando y soltando, sin escribir c\u00f3digo. Los usuarios t\u00e9cnicos pueden usar consultas y f\u00f3rmulas para c\u00e1lculos m\u00e1s elaborados.<\/p>\n        <\/details>\n        <details>\n          <summary>\u00bfLos datos aparecen en tiempo real?<\/summary>\n          <p>S\u00ed. Cada recolecci\u00f3n enviada pasa a formar parte de los paneles, sin esperar el cierre del per\u00edodo ni una exportaci\u00f3n manual.<\/p>\n        <\/details>\n        <details>\n          <summary>\u00bfQu\u00e9 formatos de exportaci\u00f3n existen?<\/summary>\n          <p>PDF, Excel y Word, adem\u00e1s de informes personalizados generados a partir de plantillas en Excel con marcadores completados con las respuestas.<\/p>\n        <\/details>\n        <details>\n          <summary>\u00bfC\u00f3mo funcionan las notificaciones?<\/summary>\n          <p>Cada formulario puede tener notificaciones que se disparan al crear, modificar o eliminar respuestas, con condiciones sobre las respuestas. Los destinatarios reciben un correo con la recolecci\u00f3n adjunta en PDF.<\/p>\n        <\/details>\n      <\/div>\n    <\/section>\n\n  <section class=\"hd-cta\" aria-labelledby=\"hd-cta-title\">\n    <div class=\"hd-wrap\">\n    <h2 id=\"hd-cta-title\"><strong>Vea sus datos<\/strong> en un panel de HashData<\/h2>\n    <p>Le mostramos c\u00f3mo los checklists y auditor\u00edas que su equipo ya realiza se convierten en indicadores por unidad, en tiempo real.<\/p>\n    <div class=\"hd-actions\">\n      <a class=\"hd-btn hd-btn--primary\" href=\"\/es\/#contato\">Programar demostraci\u00f3n<\/a>\n      <a class=\"hd-btn hd-btn--outline\" href=\"https:\/\/my.hashdata.app\" target=\"_blank\" rel=\"noopener\">Empezar ahora<\/a>\n    <\/div>\n    <\/div>\n  <\/section>\n\n<\/div>\n<\/div>\n\n\n\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"inLanguage\": \"es-ES\",\n  \"mainEntity\": [\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u00bfQu\u00e9 son los An\u00e1lisis Avanzados de HashData?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Son el m\u00f3dulo de Business Intelligence de HashData. 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