{"id":226,"date":"2026-03-10T17:35:33","date_gmt":"2026-03-10T22:35:33","guid":{"rendered":"https:\/\/moniqbot.app\/?page_id=226"},"modified":"2026-03-10T19:44:28","modified_gmt":"2026-03-11T00:44:28","slug":"arquitectura-de-la-solucion","status":"publish","type":"page","link":"https:\/\/moniqbot.app\/en\/arquitectura-de-la-solucion\/","title":{"rendered":"Arquitectura de la Soluci\u00f3n"},"content":{"rendered":"<blockquote class=\"wp-block-quote alignleft has-text-align-right has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-2ba830a719532d4c5c73211bbdc4c41b is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p>ENTRADA DEL SISTEMA.<\/p>\n\n\n\n<p>Customer Need.<\/p>\n<\/blockquote>\n\n\n\n<p>El punto de inicio ocurre cuando un cliente tiene la necesidad de\u00a0<strong>agendar un servicio<\/strong>\u00a0con un negocio.<\/p>\n\n\n\n<p>En este punto <strong>el cliente espera<\/strong>:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Respuesta inmediata,<\/li>\n\n\n\n<li>informaci&oacute;n clara,<\/li>\n\n\n\n<li>disponibilidad real y<\/li>\n\n\n\n<li>facilidad para reservar.<\/li>\n<\/ul>\n\n\n\n<p>La experiencia inicial es cr\u00edtica porque <strong>define la percepci\u00f3n del cliente antes incluso de llegar al negocio<\/strong>.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignright has-text-align-left has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-9d3ba96b91298508c56bf6fcb5b98a27 is-layout-flow wp-container-core-quote-is-layout-73d1505d wp-block-quote-is-layout-flow\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong>INSIGHTS QUE<\/strong> <\/p>\n\n\n\n<p><strong>GOBIERNAN<\/strong><\/p>\n\n\n\n<p><strong>LA EXPERIENCIA.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p>El dise\u00f1o del sistema se basa en tres variables clave de experiencia:<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group is-layout-grid wp-container-core-group-is-layout-478b6e6b wp-block-group-is-layout-grid\">\n<p class=\"has-border-color has-primary-color-border-color has-background wp-container-content-69bc4bdf\" id=\"block-73d4ec80-8866-4dd0-8f88-095530214f1e\" style=\"background-color:#6ee7b7\"><strong>Tiempo de respuesta<\/strong><br>El cliente espera atenci\u00f3n inmediata.<\/p>\n\n\n\n<p class=\"has-border-color has-primary-color-border-color has-background wp-container-content-69bc4bdf\" style=\"background-color:#a7f3d0\"><strong>Certeza de la informaci\u00f3n<\/strong>.<br>Disponibilidad real considerando:<br>\u2022 sucursal,<br>\u2022 profesional que atiende,<br>\u2022 servicio solicitado y<br>\u2022 horarios disponibles.<\/p>\n\n\n\n<p class=\"has-border-color has-primary-color-border-color has-background\" style=\"background-color:#d1fae5\"><strong>Confianza en la reserva<\/strong>.<br>El cliente necesita certeza de que su cita ha sido registrada correctamente.<\/p>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignleft has-text-align-right has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-c031e1c80a6f5826d6475bf5ca4b7c0f is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong>RESULTADO ESPERADO.<\/strong><\/p>\n\n\n\n<p>Output.<\/p>\n<\/blockquote>\n\n\n\n<p>El resultado de la interacci\u00f3n es:<\/p>\n\n\n\n<p><strong>Un cliente satisfecho con la experiencia incluso antes de asistir al negocio.<\/strong><\/p>\n\n\n\n<p>La interacci\u00f3n debe generar:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>claridad,<\/li>\n\n\n\n<li>rapidez,<\/li>\n\n\n\n<li>confianza y<\/li>\n\n\n\n<li>sensaci&oacute;n de servicio profesional.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote has-border-color has-primary-active-border-color has-neutral-0-color has-primary-color-background-color has-text-color has-background has-link-color wp-elements-a404accee2a29cd57949580c96aadf8f is-layout-flow wp-container-core-quote-is-layout-eef85d22 wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--x-small);padding-bottom:var(--wp--preset--spacing--x-small)\">\n<p class=\"has-text-align-center\"><strong>CUSTOMER JOURNEY GESTIONADO POR MonIQ_bot<\/strong>.<\/p>\n<\/blockquote>\n\n\n\n<h4 class=\"wp-block-heading\">Step 1: <strong>Cliente contacta por WhatsApp<\/strong>.<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p>Canal principal de interacci\u00f3n.<\/p>\n\n\n\n<p>El cliente espera:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Rspuesta r&aacute;pida.<\/li>\n\n\n\n<li>Interacci&oacute;n simple.<\/li>\n\n\n\n<li>Trato cordial y emp&aacute;tico.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Paso 2<\/strong>: <strong>Recibe informaci\u00f3n del servicio<\/strong>.<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p>El sistema responde consultas como:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Tipos de servicio.<\/li>\n\n\n\n<li>Duraci&oacute;n.<\/li>\n\n\n\n<li>Disponibilidad.<\/li>\n\n\n\n<li>Personal que atiende.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Paso 3: El cliente agenda<\/strong><\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p>El cliente solicita una reserva.<\/p>\n\n\n\n<p>El sistema debe validar:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Disponibilidad real.<\/li>\n\n\n\n<li>Duraci&oacute;n del servicio.<\/li>\n\n\n\n<li>Agenda del colaborador.<\/li>\n\n\n\n<li>Posibles alternativas.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Paso 4: Recibe disponibilidad<\/strong><\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p>El cliente recibe opciones claras de horarios disponibles.<\/p>\n\n\n\n<p>Estas opciones ya consideran:<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><\/div>\n<\/div>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Citas existentes.<\/li>\n\n\n\n<li>Pausas operativas.<\/li>\n\n\n\n<li>Duraci&oacute;n del servicio.<\/li>\n\n\n\n<li>Disponibilidad del personal.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Paso 5: Confirmaci\u00f3n de cita<\/strong><\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p>El cliente confirma la reserva.<\/p>\n\n\n\n<p>El sistema genera:<\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>Confirmaci\u00f3n autom\u00e1tica + c\u00f3digo \u00fanico de cit<\/strong>a.<\/p>\n\n\n\n<p>Este c\u00f3digo permite:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Reprogramaciones.<\/li>\n\n\n\n<li>Cancelaciones.<\/li>\n\n\n\n<li>Seguimiento.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignleft has-text-align-right has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-9b960b3a49e6f69c71b37d1a6c67e0ce is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong><strong>ARQUITECTURA<\/strong><\/strong><\/p>\n\n\n\n<p><strong><strong>TECNOL\u00d3GICA<\/strong><\/strong>.<\/p>\n<\/blockquote>\n\n\n\n<p>La soluci\u00f3n se construye sobre una arquitectura cloud basada en servicios de <strong>Amazon Web Services<\/strong>, dise\u00f1ada para soportar miles de interacciones simult\u00e1neas.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignwide has-text-align-center has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-3e9efe45b6b6d29bd7d7e2521f05ab97 is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong>ORQUESTACI\u00d3N DEL <\/strong><\/p>\n\n\n\n<p><strong>CUSTOMER JOURNEY<\/strong><\/p>\n<\/blockquote>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-top is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top has-border-color has-primary-color-border-color has-background has-global-padding is-layout-constrained wp-block-column-is-layout-constrained\" style=\"background-color:#6ee7b7\">\n<h5 class=\"wp-block-heading has-text-align-center\"><strong>Canal de <\/strong><br><strong>entrada<\/strong>.<\/h5>\n\n\n\n<p>Los clientes interact\u00faan a trav\u00e9s de <strong>WhatsApp<\/strong>.<\/p>\n\n\n\n<p>La integraci\u00f3n se gestiona mediante:<\/p>\n\n\n\n<p><strong>Amazon Social Messaging<\/strong>,<\/p>\n\n\n\n<p>que conecta con:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Meta Business Suite.<\/li>\n\n\n\n<li>WhatsApp Business Manager.<br>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top has-border-color has-primary-color-border-color has-background has-global-padding is-layout-constrained wp-block-column-is-layout-constrained\" style=\"background-color:#d1fae5\">\n<h5 class=\"wp-block-heading has-text-align-center\"><strong>Motor de orquestaci\u00f3n<\/strong>.<\/h5>\n\n\n\n<p>El flujo completo del servicio es gestionado por <strong>Amazon Connect<\/strong>.<\/p>\n\n\n\n<p>Amazon Connect permite:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Dise&ntilde;ar flujos conversacionales.<\/li>\n\n\n\n<li>Coordinar interacciones.<\/li>\n\n\n\n<li>Ejecutar l&oacute;gica de negocio.<br>\n<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignleft has-text-align-right has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-ce96aa0140629870ef8170271e6e370a is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong>INTELIGENCIA<\/strong><\/p>\n\n\n\n<p><strong>CONVERSACIONAL<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p>La interpretaci\u00f3n de los mensajes del cliente es realizada por <strong>Amazon Lex<\/strong>.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Funciones:<br><\/h5>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Reconocimiento de intenci&oacute;n.<\/li>\n\n\n\n<li>Comprensi&oacute;n de solicitudes.<\/li>\n\n\n\n<li>Manejo de di&aacute;logo natural.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\">Los bots procesan solicitudes como:<\/h5>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Consultas de servicio.<\/li>\n\n\n\n<li>Solicitud de cita.<\/li>\n\n\n\n<li>Cambios de horario.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\"><\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignright has-text-align-left has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-5507b56b3d1087d214358e89a570b933 is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong>L\u00d3GICA DE<\/strong><\/p>\n\n\n\n<p><strong>NEGOCIO.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p>La l\u00f3gica del sistema se ejecuta en <strong>AWS Lambda<\/strong>.<\/p>\n\n\n\n<p>Lambda permite:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Interpretar la solicitud del cliente.<\/li>\n\n\n\n<li>Validar reglas de negocio.<\/li>\n\n\n\n<li>Consultar disponibilidad.<\/li>\n\n\n\n<li>Generar respuestas emp&aacute;ticas.<\/li>\n<\/ul>\n\n\n\n<p>Todo ocurre en <strong>fracciones de segundo<\/strong>.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignleft has-text-align-right has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-ee10445123e731c409f7686db5efef60 is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong>GESTI\u00d3N DE<\/strong><\/p>\n\n\n\n<p><strong>AGENDA Y DATOS<\/strong>.<\/p>\n<\/blockquote>\n\n\n\n<p>La informaci\u00f3n operativa del negocio se administra en <strong>Amazon RDS<\/strong> utilizando <strong>PostgreSQL<\/strong>.<\/p>\n\n\n\n<p>Este entorno gestiona:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Servicios ofrecidos.<\/li>\n\n\n\n<li>Colaboradores disponibles.<\/li>\n\n\n\n<li>Horarios laborales.<\/li>\n\n\n\n<li>Citas programadas.<\/li>\n\n\n\n<li>Historial de clientes.<\/li>\n<\/ul>\n\n\n\n<p>Las consultas permiten:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Validar disponibilidad real.<\/li>\n\n\n\n<li>Evitar colisiones.<\/li>\n\n\n\n<li>Prevenir duplicidades.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignright has-text-align-left has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-2304f8e05f9212f560938e62af5e06b0 is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong>CONFIRMACI\u00d3N<\/strong><\/p>\n\n\n\n<p><strong>DE RESERVA<\/strong>.<\/p>\n<\/blockquote>\n\n\n\n<p>Una vez confirmada la cita:<\/p>\n\n\n\n<p>El sistema genera:<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center has-border-color has-primary-color-border-color is-layout-flow wp-container-core-column-is-layout-871d97d9 wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:var(--wp--preset--spacing--2-x-small);padding-bottom:0;padding-left:var(--wp--preset--spacing--2-x-small)\">\n<p class=\"has-text-align-center\">Registro en <\/p>\n\n\n\n<p class=\"has-text-align-center\">base de datos.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center has-border-color has-primary-color-border-color is-layout-flow wp-container-core-column-is-layout-871d97d9 wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:var(--wp--preset--spacing--2-x-small);padding-bottom:0;padding-left:var(--wp--preset--spacing--2-x-small)\">\n<p class=\"has-text-align-center\">Confirmaci\u00f3n<\/p>\n\n\n\n<p class=\"has-text-align-center\">autom\u00e1tica.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center has-border-color has-primary-color-border-color is-layout-flow wp-container-core-column-is-layout-871d97d9 wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:var(--wp--preset--spacing--2-x-small);padding-bottom:0;padding-left:var(--wp--preset--spacing--2-x-small)\">\n<p class=\"has-text-align-center\">C\u00f3digo \u00fanico de seguimiento.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>Este c\u00f3digo <strong>facilita las experiencias posteriores<\/strong> de:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Reprogramaciones.<\/li>\n\n\n\n<li>Cancelaciones.<\/li>\n\n\n\n<li>Gesti&oacute;n r&aacute;pida de citas.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignleft has-text-align-right has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-fd57fbc270448be7d7c775e6f0a62f3e is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong>EXPERIENCIAS<\/strong><\/p>\n\n\n\n<p><strong>POSTERIORES.<\/strong><br><strong>(Customer Intelligence).<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p>En interacciones futuras, el sistema puede enviar:<\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>mensajes predictivos<\/strong>.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Ejemplo:<\/p>\n\n\n\n<p>Recordatorios de seguimiento o servicios recurrentes.<\/p>\n\n\n\n<p>El cliente puede:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Confirmar con un simple &ldquo;s&iacute;&rdquo; o,<\/li>\n\n\n\n<li>solicitar nuevos servicios.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignright has-text-align-left has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-25b0fdeb228cc42cfc6f49f58ffba718 is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong>GESTI\u00d3N OPERATIVA<\/strong><\/p>\n\n\n\n<p><strong>DEL NEGOCIO<\/strong>.<\/p>\n<\/blockquote>\n\n\n\n<p>Los negocios pueden administrar informaci\u00f3n mediante <strong>flujos conversacionales en WhatsApp<\/strong>, eliminando la dependencia de interfaces complejas o formularios.<\/p>\n\n\n\n<p>Esto permite:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Actualizar servicios.<\/li>\n\n\n\n<li>Modificar horarios.<\/li>\n\n\n\n<li>Gestionar personal.<\/li>\n\n\n\n<li>Administrar disponibilidad.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignleft has-text-align-right has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-daa68da0e2d4eb41a8da0e4a54cc92d9 is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong>INTELIGENCIA<\/strong><\/p>\n\n\n\n<p><strong>DEL NEGOCIO<\/strong>.<\/p>\n<\/blockquote>\n\n\n\n<p>La anal\u00edtica se construye mediante integraci\u00f3n entre:<\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>PostgreSQL + almacenamiento en Amazon S3 + dashboards en Metabase<\/strong>.<\/p>\n\n\n\n<p>Los <strong>dashboards<\/strong> incluyen an\u00e1lisis como:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Volumen de citas.<\/li>\n\n\n\n<li>Servicios m&aacute;s demandados.<\/li>\n\n\n\n<li>Horarios de mayor demanda.<\/li>\n<\/ul>\n\n\n\n<p>y una capa avanzada:<\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>An\u00e1lisis geogr\u00e1fico<\/strong>,<\/p>\n\n\n\n<p>que permite visualizar:<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-d044b713108471730ca2690e45ba1e21 is-layout-flow wp-container-core-column-is-layout-86e4276f wp-block-column-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p class=\"has-text-align-center\"><strong>Ubicaci\u00f3n de clientes.<\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center has-border-color has-primary-color-border-color has-background is-layout-flow wp-container-core-column-is-layout-86e4276f wp-block-column-is-layout-flow\" style=\"background-color:#6ee7b7;padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p class=\"has-text-align-center\"><strong>Distribuci\u00f3n territorial.<\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center has-border-color has-primary-color-border-color has-background is-layout-flow wp-container-core-column-is-layout-86e4276f wp-block-column-is-layout-flow\" style=\"background-color:#a7f3d0;padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p class=\"has-text-align-center\"><strong>Cercan\u00eda entre clientes, colaboradores y sucursales.<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignright has-text-align-left has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-81f89eba025a0004b99dea9290ac61fe is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong>OBSERVABILIDAD Y<\/strong><\/p>\n\n\n\n<p><strong>TRAZABILIDAD<\/strong>.<\/p>\n<\/blockquote>\n\n\n\n<p>Para monitoreo del sistema se utiliza <strong>Amazon CloudWatch<\/strong>.<\/p>\n\n\n\n<p>CloudWatch centraliza logs de:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Flujos de Amazon Connect.<\/li>\n\n\n\n<li>Bots de Amazon Lex.<\/li>\n\n\n\n<li>Ejecuciones de Lambda.<\/li>\n<\/ul>\n\n\n\n<p>Esto permite:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Auditor&iacute;a completa del ciclo de atenci&oacute;n,<\/li>\n\n\n\n<li>diagn&oacute;stico de errores y<\/li>\n\n\n\n<li>mejora continua.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignleft has-text-align-right has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-17d17a4616958ec89d8f56062c2661ab is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong><strong>ESCALABILIDAD E <\/strong><\/strong><\/p>\n\n\n\n<p><strong><strong>INTEGRACIONES<\/strong><\/strong><\/p>\n\n\n\n<p><strong><strong>FUTURAS<\/strong><\/strong>.<\/p>\n<\/blockquote>\n\n\n\n<p>La arquitectura permite expandirse mediante APIs publicadas con <strong>Amazon API Gateway<\/strong>.<\/p>\n\n\n\n<p>Esto habilita integraciones con:<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group alignfull is-layout-grid wp-container-core-group-is-layout-1a149459 wp-block-group-is-layout-grid\">\n<p class=\"has-text-align-center has-border-color has-primary-color-border-color has-neutral-0-color has-primary-color-background-color has-text-color has-background has-link-color wp-elements-796c07a020f1244e8a30373bd14a803c wp-container-content-ec55e6f3\"><strong>CRM<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-2d9f2d512432a20a8f0d2dfea647bf60\"><strong>ERP<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center has-border-color has-primary-color-border-color has-background\" style=\"background-color:#6ee7b7\"><strong>Field Service<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center has-border-color has-primary-color-border-color has-background\" style=\"background-color:#a7f3d0\"><strong>NPS \/ CCI<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center has-border-color has-primary-color-border-color has-background\" style=\"background-color:#d1fae5\"><strong>Customer Voice<\/strong><\/p>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignright has-text-align-left has-border-color has-primary-color-border-color has-neutral-0-color has-primary-active-background-color has-text-color has-background has-link-color wp-elements-9d2d4491989516cd4eaa99367678cdaa is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong>EVOLUCI\u00d3N<\/strong><\/p>\n\n\n\n<p><strong>TECNOL\u00d3GICA.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p>La evoluci\u00f3n del sistema contempla incorporar capacidades de inteligencia artificial m\u00e1s avanzadas mediante <strong>Amazon Bedrock<\/strong> y modelos de machine learning.<\/p>\n\n\n\n<p>Esto permitir\u00e1:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Mayor personalizaci&oacute;n de la experiencia.<\/li>\n\n\n\n<li>Predicci&oacute;n de necesidades del cliente.<\/li>\n\n\n\n<li>Optimizaci&oacute;n autom&aacute;tica de agendas.<\/li>\n\n\n\n<li>Aprendizaje continuo del sistema.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote alignfull has-text-align-center has-border-color has-primary-active-border-color has-neutral-0-color has-primary-color-background-color has-text-color has-background has-link-color wp-elements-3e3c586cd07ee3b0f23b0192467b02ae is-layout-flow wp-container-core-quote-is-layout-86e4276f wp-block-quote-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--2-x-small);padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p><strong>RESULTADO<\/strong><\/p>\n\n\n\n<p><strong>ESTRAT\u00c9GICO<\/strong>.<\/p>\n<\/blockquote>\n\n\n\n<p>La arquitectura de MonIQ_bot permite:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-fe9cc265 wp-block-list-is-layout-flex\" style=\"\">\n<li>Automatizar la interacci&oacute;n con clientes.<\/li>\n\n\n\n<li>Reducir fricci&oacute;n en la reserva de servicios.<\/li>\n\n\n\n<li>Mejorar la experiencia antes de la visita.<\/li>\n\n\n\n<li>Escalar la operaci&oacute;n de millones de negocios.<\/li>\n<\/ul>\n\n\n\n<p class=\"has-text-align-center\">transformando la gesti\u00f3n de citas en <strong>una experiencia r\u00e1pida, confiable y profesional<\/strong>.<\/p>","protected":false},"excerpt":{"rendered":"<p>ENTRADA DEL SISTEMA. Customer Need. El punto de inicio ocurre cuando un cliente tiene la necesidad de\u00a0agendar un servicio\u00a0con un negocio. En este punto el cliente espera: La experiencia inicial es cr\u00edtica porque define la percepci\u00f3n del cliente antes incluso de llegar al negocio. INSIGHTS QUE GOBIERNAN LA EXPERIENCIA. El dise\u00f1o del sistema se basa [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-226","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/moniqbot.app\/en\/wp-json\/wp\/v2\/pages\/226","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/moniqbot.app\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/moniqbot.app\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/moniqbot.app\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/moniqbot.app\/en\/wp-json\/wp\/v2\/comments?post=226"}],"version-history":[{"count":18,"href":"https:\/\/moniqbot.app\/en\/wp-json\/wp\/v2\/pages\/226\/revisions"}],"predecessor-version":[{"id":259,"href":"https:\/\/moniqbot.app\/en\/wp-json\/wp\/v2\/pages\/226\/revisions\/259"}],"wp:attachment":[{"href":"https:\/\/moniqbot.app\/en\/wp-json\/wp\/v2\/media?parent=226"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}