{"id":3409,"date":"2026-04-28T11:28:30","date_gmt":"2026-04-28T09:28:30","guid":{"rendered":"https:\/\/lyfx.ai\/?page_id=3409"},"modified":"2026-04-28T11:28:31","modified_gmt":"2026-04-28T09:28:31","slug":"autograph","status":"publish","type":"page","link":"https:\/\/lyfx.ai\/es\/autograph\/","title":{"rendered":"AutoGraph"},"content":{"rendered":"<div\n  class=\"wp-block-uagb-container uagb-block-hero-autograph alignfull uagb-is-root-container\"\n>\n  \n  <div class=\"wp-block-cover\" style=\"min-height: 540px;aspect-ratio:unset;\">\n    <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"328\"\n      class=\"wp-block-cover__image-background wp-image-3244 size-large\"\n      alt=\"\"\n      src=\"http:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/A002-1024x328.png\"\n      data-object-fit=\"cover\"\n srcset=\"https:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/A002-1024x328.png 1024w, https:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/A002-300x96.png 300w, https:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/A002-768x246.png 768w, https:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/A002-18x6.png 18w, https:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/A002.png 1115w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><span\n      aria-hidden=\"true\"\n      class=\"wp-block-cover__background has-background-dim-90 has-background-dim\"\n      style=\"background-color: #1a0e2e\"\n    ><\/span>\n    <div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n      \n      <div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n      \n\n      \n      <p\n        class=\"has-text-align-left has-ast-global-color-7-color has-text-color has-link-color wp-elements-88d49bf8f74c7e1e41a834aa0c7c2525\"\n        style=\"          font-size: 14px;          font-style: normal;          font-weight: 600;          letter-spacing: 2.5px;          text-transform: uppercase;        \"\n      >\n        <span style=\"color: #9ef2cc\">AutoGraph de lyfX.ai<\/span>\n      <\/p>\n      \n\n      \n      <h1\n        class=\"wp-block-heading has-text-align-left has-ast-global-color-7-color has-text-color has-link-color has-large-font-size wp-elements-d4d890f4b6621eb5314c9749fc3f2d99\"\n        style=\"margin-bottom: 10px; line-height: 1.15\"\n      >\n        Dise\u00f1o de procesos generativos<br \/><span style=\"color: #9ef2cc\"\n          >para ingenier\u00eda qu\u00edmica.<\/span\n>\n      <\/h1>\n      \n\n      \n      <p\n        class=\"has-ast-global-color-7-color has-text-color has-link-color wp-elements-dd2fbc44340ba9f4d2a961464be23780\"\n        style=\"font-size: 20px\"\n      >\n        AutoGraph is the AI-native platform for the concept phase \u2014 where 80% of\n        a plant&#8217;s lifetime cost is decided. Describe your intent. Generate\n        everything else.\n      <\/p>\n      \n\n      \n      <div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n      \n\n      \n      <div\n        class=\"wp-block-uagb-buttons uagb-buttons__outer-wrap uagb-btn__default-btn uagb-btn-tablet__default-btn uagb-btn-mobile__default-btn uagb-block-hero-btns-ag\"\n      >\n        <div class=\"uagb-buttons__wrap uagb-buttons-layout-wrap\">\n          \n          <div\n            class=\"wp-block-uagb-buttons-child uagb-buttons__outer-wrap uagb-block-hero-btn-ag1 wp-block-button\"\n          >\n            <div class=\"uagb-button__wrapper\">\n              <a\n                class=\"uagb-buttons-repeater wp-block-button__link\"\n                aria-label=\"\"\n                href=\"https:\/\/calendly.com\/lyfx\/intro\"\n                rel=\"follow noopener\"\n                target=\"_blank\"\n                role=\"button\"\n                ><div class=\"uagb-button__link\">H\u00e1blanos<\/div><\/a\n>\n            <\/div>\n          <\/div>\n          \n        <\/div>\n      <\/div>\n      \n\n      \n      <div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n      \n    <\/div>\n  <\/div>\n  \n<\/div>\n\n\n\n<div\n  class=\"wp-block-uagb-container uagb-block-ag-content alignfull uagb-is-root-container\"\n>\n  <div class=\"uagb-container-inner-blocks-wrap\">\n    \n    <div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n    \n\n    \n    <h2 class=\"wp-block-heading\">Las decisiones conceptuales dominan el costo de por vida<\/h2>\n    \n\n    \n    <p>\n      Around 80% of a plant&#8217;s lifetime cost is locked in during the concept and\n      front-end engineering phase \u2014 long before the detailed design starts.\n      Despite that, the concept phase still runs on hand-drawn block diagrams,\n      cost estimates assembled in spreadsheets, and tribal knowledge that walks\n      out the door when senior engineers retire.\n    <\/p>\n    \n\n    \n    <p>\n      Comparing alternatives takes weeks. Opportunities are lost. The tools used\n      downstream \u2014 CAD, simulators, P&amp;ID software \u2014 never reached the\n      concept phase. AutoGraph does.\n    <\/p>\n    \n\n    \n    <div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n    \n\n    \n    <hr\n      class=\"wp-block-separator has-text-color has-ast-global-color-1-color has-alpha-channel-opacity has-ast-global-color-1-background-color has-background is-style-wide\"\n    \/>\n    \n\n    \n    <div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n    \n\n    \n    <h2 class=\"wp-block-heading\">Int\u00e9ntalo. Todo lo dem\u00e1s generado.<\/h2>\n    \n\n    \n    <p>\n      Most process engineering is decided before it is detailed. Yet the\n      industry still revolves around drawings. AutoGraph flips that: you start\n      from intent \u2014 what the plant should do \u2014 and the platform generates the\n      block diagram, the equipment selection, the CAPEX, the OPEX, and the ROI\n      around it.\n    <\/p>\n    \n\n    \n    <p>\n      Construido sobre un modelo nativo de grafos de la planta, con IA de razonamiento que consulta una base de datos propietaria de contexto de equipos y dise\u00f1o. Cada resultado es reproducible, rastreable y listo para que un ingeniero senior lo revise.\n    <\/p>\n    \n\n    \n    <div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n    \n\n    \n    <hr\n      class=\"wp-block-separator has-text-color has-ast-global-color-1-color has-alpha-channel-opacity has-ast-global-color-1-background-color has-background is-style-wide\"\n    \/>\n    \n\n    \n    <div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n    \n\n    \n    <h2 class=\"wp-block-heading\">La suite de productos<\/h2>\n    \n\n    \n    <p>\n      AutoGraph se entrega como una pila de m\u00f3dulos enfocados. Cada uno resuelve por s\u00ed solo una parte concreta del flujo de trabajo de la fase conceptual. Juntos, llevan un proyecto desde la intenci\u00f3n hasta una decisi\u00f3n defendible de aprobar o rechazar.\n    <\/p>\n    \n\n    \n    <div style=\"height:30px\" 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      \n      <div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n        \n        <h3 class=\"wp-block-heading\">Banco PFD<\/h3>\n        \n\n        \n        <p\n          style=\"            font-size: 12px;            font-weight: 700;            letter-spacing: 2px;            text-transform: uppercase;            color: #4ac2ab;          \"\n        >\n          Vivo\n        <\/p>\n        \n\n        \n        <p>\n          El m\u00f3dulo de ingesti\u00f3n. Cargue un diagrama de flujo de procesos, obtenga una descripci\u00f3n precisa del proceso en minutos. Ya en producci\u00f3n en K-UTEC.\n          <a href=\"https:\/\/lyfx.ai\/es\/pfd-bench\/\">Learn more \u2192<\/a>\n        <\/p>\n        \n      <\/div>\n      \n\n      \n      <div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n        \n        <h3 class=\"wp-block-heading\">Motor CAPEX<\/h3>\n        \n\n        \n        <p\n          style=\"            font-size: 12px;            font-weight: 700;            letter-spacing: 2px;            text-transform: uppercase;            color: #9133eb;          \"\n        >\n          En desarrollo\n        <\/p>\n        \n\n        \n        <p>\n          El m\u00f3dulo de c\u00e1lculo de costos de concepto. Toma un diagrama de bloques, produce especificaciones de equipo y una estimaci\u00f3n de CAPEX Clase 5 fundamentada en una base de datos de equipos real. <a href=\"https:\/\/lyfx.ai\/es\/capex-engine\/\">Learn more \u2192<\/a>\n        <\/p>\n        \n      <\/div>\n      \n    <\/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      \n      <div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n        \n        <h3 class=\"wp-block-heading\">Motor OPEX<\/h3>\n        \n\n        \n        <p\n          style=\"            font-size: 12px;            font-weight: 700;            letter-spacing: 2px;            text-transform: uppercase;            color: #9b9b9b;          \"\n        >\n          Planificado\n        <\/p>\n        \n\n        \n        <p>\n          Evaluaci\u00f3n del costo operativo para cualquier configuraci\u00f3n dada. Se conecta a los precios actuales y previstos de materias primas, energ\u00eda y servicios p\u00fablicos, y devuelve una imagen defendible de los gastos operativos (OPEX) para el dise\u00f1o que se est\u00e1 revisando.\n        <\/p>\n        \n      <\/div>\n      \n\n      \n      <div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n        \n        <h3 class=\"wp-block-heading\">Motor de ROI<\/h3>\n        \n\n        \n        <p\n          style=\"            font-size: 12px;            font-weight: 700;            letter-spacing: 2px;            text-transform: uppercase;            color: #9b9b9b;          \"\n        >\n          Planificado\n        <\/p>\n        \n\n        \n        <p>\n          Flujo de caja descontado, VAN y an\u00e1lisis de per\u00edodo de recuperaci\u00f3n adem\u00e1s de las salidas de CAPEX y OPEX. Compare alternativas lado a lado sin salir de la plataforma.\n        <\/p>\n        \n      <\/div>\n      \n    <\/div>\n    \n\n    \n    <div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n    \n\n    \n    <div\n      class=\"wp-block-group has-ast-global-color-6-background-color has-background is-layout-constrained wp-container-core-group-is-layout-e5c0cd5e wp-block-group-is-layout-constrained\"\n      style=\"        border-radius: 12px;        padding-top: 30px;        padding-right: 30px;        padding-bottom: 30px;        padding-left: 30px;      \"\n    >\n      \n      <h3 class=\"wp-block-heading\">Banco de f\u00e1brica<\/h3>\n      \n\n      \n      <p\n        style=\"          font-size: 12px;          font-weight: 700;          letter-spacing: 2px;          text-transform: uppercase;          color: #9133eb;        \"\n      >\n        Plataforma econ\u00f3mica integrada\n      <\/p>\n      \n\n      \n      <p>\n        CAPEX Engine + OPEX Engine + ROI Engine, working together on the same\n        process graph. This is the product that changes how concept-phase\n        decisions are made \u2014 multiple alternatives, full economics, in tandem\n        with AI.\n      <\/p>\n      \n    <\/div>\n    \n\n    \n    <div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n    \n\n    \n    <hr\n      class=\"wp-block-separator has-text-color has-ast-global-color-1-color has-alpha-channel-opacity has-ast-global-color-1-background-color has-background is-style-wide\"\n    \/>\n    \n\n    \n    <div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n    \n\n    \n    <h2 class=\"wp-block-heading\">Nativo de IA desde el primer d\u00eda<\/h2>\n    \n\n    \n    <p>\n      Incumbent engineering software is adding AI downstream \u2014 to detailed\n      engineering, P&amp;IDs, 3D layout. The concept phase, where the costly\n      decisions are actually made, remains unaddressed. AutoGraph starts there.\n    <\/p>\n    \n\n    \n    <p>\n      Construido por fundadores con una profunda experiencia en la industria qu\u00edmica,\n      ingenier\u00eda e IA aplicada. Desarrollado en asociaci\u00f3n con K-UTEC AG Salt\n      Technologies, donde PFD Bench ya se utiliza en proyectos de ingenier\u00eda en\n      curso.\n    <\/p>\n    \n\n    \n    <div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n    \n\n    \n    <hr\n      class=\"wp-block-separator has-text-color has-ast-global-color-1-color has-alpha-channel-opacity has-ast-global-color-1-background-color has-background is-style-wide\"\n    \/>\n    \n\n    \n    <div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n    \n\n    \n    <h2 class=\"wp-block-heading\">Hablemos<\/h2>\n    \n\n    \n    <p>\n      We&#8217;re talking with chemical companies, engineering firms, equipment\n      manufacturers, and integration partners. If concept-phase decisions matter\n      to your business, we&#8217;d like to hear about it. Short call, no slides.\n    <\/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-uagb-buttons uagb-buttons__outer-wrap uagb-btn__default-btn uagb-btn-tablet__default-btn uagb-btn-mobile__default-btn uagb-block-a8b9c0d1\"><div class=\"uagb-buttons__wrap uagb-buttons-layout-wrap\">\n<div class=\"wp-block-uagb-buttons-child uagb-buttons__outer-wrap uagb-block-b9c0d1e2 wp-block-button\"><div class=\"uagb-button__wrapper\"><a class=\"uagb-buttons-repeater wp-block-button__link\" aria-label=\"\" href=\"https:\/\/calendly.com\/lyfx\/intro-call-lyfx\" rel=\"follow noopener\" target=\"_blank\" role=\"button\"><div class=\"uagb-button__link\">Reservar una llamada<\/div><\/a><\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-buttons-child uagb-buttons__outer-wrap uagb-block-852c97cc wp-block-button\"><div class=\"uagb-button__wrapper\"><a class=\"uagb-buttons-repeater wp-block-button__link\" aria-label=\"\" href=\"https:\/\/lyfx.ai\/es\/contact\/\" rel=\"follow noopener\" target=\"_blank\" role=\"button\"><div class=\"uagb-button__link\">Mensaje<\/div><\/a><\/div><\/div>\n<\/div><\/div>\n\n  <\/div>\n<\/div>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Concept decisions dominate lifetime cost Around 80% of a plant&#8217;s lifetime cost is locked in during the concept and front-end engineering phase \u2014 long before the detailed design starts. Despite that, the concept phase still runs on hand-drawn block diagrams, cost estimates assembled in spreadsheets, and tribal knowledge that walks out the door when senior [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"unboxed","site-sidebar-style":"unboxed","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"enabled","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-3409","page","type-page","status-publish","hentry"],"aioseo_notices":[],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"trp-custom-language-flag":false},"uagb_author_info":{"display_name":"Andre Moreira","author_link":"https:\/\/lyfx.ai\/es\/author\/amoreira\/"},"uagb_comment_info":0,"uagb_excerpt":"Concept decisions dominate lifetime cost Around 80% of a plant&#8217;s lifetime cost is locked in during the concept and front-end engineering phase \u2014 long before the detailed design starts. Despite that, the concept phase still runs on hand-drawn block diagrams, cost estimates assembled in spreadsheets, and tribal knowledge that walks out the door when senior&hellip;","_links":{"self":[{"href":"https:\/\/lyfx.ai\/es\/wp-json\/wp\/v2\/pages\/3409","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lyfx.ai\/es\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/lyfx.ai\/es\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/lyfx.ai\/es\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/lyfx.ai\/es\/wp-json\/wp\/v2\/comments?post=3409"}],"version-history":[{"count":1,"href":"https:\/\/lyfx.ai\/es\/wp-json\/wp\/v2\/pages\/3409\/revisions"}],"predecessor-version":[{"id":3410,"href":"https:\/\/lyfx.ai\/es\/wp-json\/wp\/v2\/pages\/3409\/revisions\/3410"}],"wp:attachment":[{"href":"https:\/\/lyfx.ai\/es\/wp-json\/wp\/v2\/media?parent=3409"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}