{"id":2945,"date":"2026-01-29T16:36:16","date_gmt":"2026-01-29T15:36:16","guid":{"rendered":"https:\/\/lyfx.ai\/?page_id=2945"},"modified":"2026-02-12T12:16:13","modified_gmt":"2026-02-12T11:16:13","slug":"pfd-bench","status":"publish","type":"page","link":"https:\/\/lyfx.ai\/pt\/pfd-bench\/","title":{"rendered":"Banco PFD"},"content":{"rendered":"\n<div class=\"wp-block-uagb-container uagb-block-hero-pfd-bench alignfull uagb-is-root-container\">\n<div class=\"wp-block-cover aligncenter\" style=\"min-height:500px;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"328\" class=\"wp-block-cover__image-background wp-image-3244 size-large\" alt=\"\" src=\"http:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/A002-1024x328.png\" data-object-fit=\"cover\" 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 aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-80 has-background-dim\" style=\"background-color:#1a0e2e\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-left has-ast-global-color-7-color has-text-color has-link-color wp-elements-8319e53866dbf662c706862edda4548e\" style=\"font-size:14px;font-style:normal;font-weight:600;letter-spacing:2.5px;text-transform:uppercase\">\n        <span style=\"color: #9ef2cc\">PFD Bench by lyfX.ai<\/span>\n      <\/p>\n\n\n\n<h1 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-25709009b88add3f37cee291c182d133\" style=\"margin-bottom:10px;line-height:1.15\">\n        You didn&#8217;t become a process engineer<br><span style=\"color: #9ef2cc\">to write documentation.<\/span>\n      <\/h1>\n\n\n\n<p class=\"has-ast-global-color-7-color has-text-color has-link-color wp-elements-1d79146b4054b85a6dacd90ea85c9e00\" style=\"font-size:20px\">Upload a Process Flow Diagram. Get an accurate process description in minutes, not hours. <\/p>\n\n\n\n<div style=\"height:10px\" 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-hero-btns-01\"><div class=\"uagb-buttons__wrap uagb-buttons-layout-wrap \">\n<div class=\"wp-block-uagb-buttons-child uagb-buttons__outer-wrap uagb-block-hero-btn-demo wp-block-button\"><div class=\"uagb-button__wrapper\"><a class=\"uagb-buttons-repeater wp-block-button__link\" aria-label=\"\" href=\"https:\/\/calendly.com\/lyfx\/pfd-bench-15-min-demo\" rel=\"follow noopener\" target=\"_blank\" role=\"button\"><div class=\"uagb-button__link\">Book a 15-min demo<\/div><\/a><\/div><\/div>\n<\/div><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"408\" src=\"http:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/PFD_Bench-1024x408.png\" alt=\"\" class=\"wp-image-3331\" style=\"width:1010px;height:auto\" srcset=\"https:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/PFD_Bench-1024x408.png 1024w, https:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/PFD_Bench-300x120.png 300w, https:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/PFD_Bench-768x306.png 768w, https:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/PFD_Bench-18x7.png 18w, https:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/PFD_Bench.png 1358w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-proof-section alignfull uagb-is-root-container\">\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-ast-global-color-7-color has-ast-global-color-4-background-color has-text-color has-background has-link-color has-large-font-size wp-elements-c52df79c1f0c0aa0e7da0c450ee56863\">PFD Bench in one minute<\/h2>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-9632e460\">\n<figure class=\"wp-block-video\"><video controls poster=\"http:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/PFD-Bench-in-a-minute_v3.jpeg\" src=\"https:\/\/lyfx.ai\/pfd-bench\/pfd-bench-in-a-minute\/\"><\/video><\/figure>\n<\/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-21a65be5\"><div class=\"uagb-buttons__wrap uagb-buttons-layout-wrap \">\n<div class=\"wp-block-uagb-buttons-child uagb-buttons__outer-wrap uagb-block-a33b2628 wp-block-button\"><div class=\"uagb-button__wrapper\"><a class=\"uagb-buttons-repeater wp-block-button__link\" aria-label=\"\" href=\"https:\/\/calendly.com\/lyfx\/pfd-bench-15-min-demo\" rel=\"follow noopener\" target=\"_blank\" role=\"button\"><div class=\"uagb-button__link\">Book a 15-min demo<\/div><\/a><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-ast-global-color-1-color has-text-color has-link-color has-large-font-size wp-elements-f261439eed00cf5428ec4a2f2c825360\">\n      What engineers say\n    <\/h2>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-testimonials-wrap\">\n<div class=\"wp-block-uagb-testimonial uagb-slick-carousel uagb-tm__arrow-outside uagb-block-4351e916 uagb-post__carousel_notset uagb-post__carousel_notset-tablet uagb-post__carousel_notset-mobile\"><div class=\"is-carousel uagb-tm__columns-1 uagb-tm__items\"><div class=\"uagb-testimonial__wrap  uagb-tm__imgicon-style-circle uagb-tm__image-position-bottom uagb-tm__bg-type-color \"><div class=\"uagb-tm__content\"><div class=\"uagb-tm__overlay\"><\/div><div class=\"uagb-tm__text-wrap\"><div class=\"uagb-tm__desc\">&#8220;I was shocked by the time I saved using PFD Bench. What used to take me half a day is now a quick review.&#8221;<\/div><div class=\"uagb-tm__meta-inner\"><div class=\"uagb-tm__image-content\"><div class=\"uagb-tm__image\"><img decoding=\"async\" class=\"uagb-tm-img-src\" src=\"http:\/\/lyfx.ai\/wp-content\/uploads\/2026\/02\/Marlen_Struve_LI-150x150.png\" alt=\"\" width=\"100\" height=\"100\" loading=\"lazy\"\/><\/div><\/div><div class=\"uagb-testimonial-details\"><span class=\"uagb-tm__author-name\">Marlen Struve<\/span><span class=\"uagb-tm__company\">Process Engineer<br>K-UTEC AG Salt Technologies, Germany<\/span><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-pain-section alignfull uagb-is-root-container\">\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">\n      Every PFD tells a story.<br>Writing it down shouldn&#8217;t take all day.\n    <\/h2>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-pain-sub\">\n<p class=\"has-text-align-center has-text-color\" style=\"color:#666666\">Turning process diagrams into documentation is a typical bottleneck every engineering team knows but nobody talks about. <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-pain-grid\">\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=\"padding-top:20px;padding-bottom:20px\">\n<p class=\"has-text-align-center\" style=\"font-size:36px\">\ud83d\udccb<\/p>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-center\">\n            Manual cataloging\n          <\/h4>\n\n\n\n<p class=\"has-text-align-center has-text-color\" style=\"color:#777777;font-size:14px\">\n            Listing every equipment item, tag, and stream by hand\n          <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:20px;padding-bottom:20px\">\n<p class=\"has-text-align-center\" style=\"font-size:36px\">\ud83d\udd17<\/p>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-center\">\n            Tracing connections\n          <\/h4>\n\n\n\n<p class=\"has-text-align-center has-text-color\" style=\"color:#777777;font-size:14px\">\n            Following inlets, outlets, and recycle loops one by one\n          <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:20px;padding-bottom:20px\">\n<p class=\"has-text-align-center\" style=\"font-size:36px\">\u270d\ufe0f<\/p>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-center\">\n            Writing descriptions\n          <\/h4>\n\n\n\n<p class=\"has-text-align-center has-text-color\" style=\"color:#777777;font-size:14px\">\n            Translating visual flow into consistent, accurate prose\n          <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:20px;padding-bottom:20px\">\n<p class=\"has-text-align-center\" style=\"font-size:36px\">\ud83d\udd04<\/p>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-center\">\n            Updating everything\n          <\/h4>\n\n\n\n<p class=\"has-text-align-center has-text-color\" style=\"color:#777777;font-size:14px\">\n            Redoing it all when the diagram changes\n          <\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-4a1bc7d0 alignfull uagb-is-root-container\">\n<div class=\"wp-block-cover alignfull is-light\" style=\"padding-top:80px;padding-bottom:80px;min-height:100px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-ast-global-color-0-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-color has-link-color wp-elements-b1d02ba128b58aaa561513d0f75968dc\" style=\"color:#9ef2cc\">\n      PFD Bench reads diagrams like an engineer.\n    <\/h2>\n\n\n\n<p class=\"has-text-align-center has-text-color\" style=\"color:rgba(255,255,255,0.7);font-size:18px\">Structural parsing, not pixel reading. That&#8217;s why it works on complex, real-world PFDs. <\/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-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<p class=\"has-text-align-center has-text-color\" style=\"color:#4ac2ab;font-size:32px;font-style:normal;font-weight:700\">\n          \u2460\n        <\/p>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-text-color has-link-color wp-elements-0f672a779e5027f9bd71e2d0945c964f\" style=\"color:#ffffff\">\n          Upload\n        <\/h3>\n\n\n\n<p class=\"has-text-align-center has-text-color\" style=\"color:rgba(255,255,255,0.65);font-size:14px\">Standard DXF export from your CAD tool (AutoCAD, MicroStation, etc.)<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center has-text-color\" style=\"color:#4ac2ab;font-size:32px;font-style:normal;font-weight:700\">\n          \u2461\n        <\/p>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-text-color has-link-color wp-elements-4a377e38d4df8c7e7dc14812485aa140\" style=\"color:#ffffff\">\n          Extract\n        <\/h3>\n\n\n\n<p class=\"has-text-align-center has-text-color\" style=\"color:rgba(255,255,255,0.65);font-size:14px\">Equipment, tags, and connections, parsed from structure, not pixels<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center has-text-color\" style=\"color:#4ac2ab;font-size:32px;font-style:normal;font-weight:700\">\n          \u2462\n        <\/p>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-text-color has-link-color wp-elements-2649003a1504d3599086b1e5a2b1c1a8\" style=\"color:#ffffff\">\n          Verify\n        <\/h3>\n\n\n\n<p class=\"has-text-align-center has-text-color\" style=\"color:rgba(255,255,255,0.65);font-size:14px\">Cross-check for consistency with a human-in-the-loop review step<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center has-text-color\" style=\"color:#4ac2ab;font-size:32px;font-style:normal;font-weight:700\">\n          \u2463\n        <\/p>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-text-color has-link-color wp-elements-bbbbeb64631743fe4e9e7354437fc769\" style=\"color:#ffffff\">\n          Generate\n        <\/h3>\n\n\n\n<p class=\"has-text-align-center has-text-color\" style=\"color:rgba(255,255,255,0.65);font-size:14px\">A process description you can edit, refine, and export<\/p>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:30px\" 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-solution-cta-01\"><div class=\"uagb-buttons__wrap uagb-buttons-layout-wrap \">\n<div class=\"wp-block-uagb-buttons-child uagb-buttons__outer-wrap uagb-block-solution-btn-01 wp-block-button\"><div class=\"uagb-button__wrapper\"><a class=\"uagb-buttons-repeater wp-block-button__link\" aria-label=\"\" href=\"https:\/\/lyfx.ai\/contact\/\" rel=\"follow noopener\" target=\"_blank\" role=\"button\"><div class=\"uagb-button__link\">Book a 15-min demo<\/div><\/a><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-5b2cd8e1 alignfull uagb-is-root-container\">\n<div class=\"wp-block-cover alignfull\" style=\"padding-top:50px;padding-bottom:50px;min-height:60px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-ast-global-color-2-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center has-ast-global-color-8-color has-text-color\" style=\"font-size:clamp(42px, 6vw, 64px);font-style:normal;font-weight:700\">\n      95%+\n    <\/h2>\n\n\n\n<p class=\"has-text-align-center has-ast-global-color-8-color has-text-color has-link-color wp-elements-1e21e904564f191334cbfa6ee84ce517\" style=\"font-size:18px\"><span style=\"color: rgb(0, 0, 0);\">      Accuracy on complex, real-world Process Flow Diagrams<\/span><\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-benefits-section alignfull uagb-is-root-container\">\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Why engineers love PFD Bench <\/h2>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-benefits-grid\">\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<div class=\"wp-block-group has-ast-global-color-6-background-color has-background is-layout-constrained wp-container-core-group-is-layout-ca4feaf4 wp-block-group-is-layout-constrained\" style=\"border-radius:12px;padding-top:36px;padding-right:30px;padding-bottom:36px;padding-left:30px\">\n<p style=\"font-size:32px\">\u26a1<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">From hours to minutes<\/h3>\n\n\n\n<p class=\"has-text-color\" style=\"color:#666666;font-size:15px\">What took half a day becomes a quick review. Your engineers spend time on engineering, not transcription. <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group has-ast-global-color-6-background-color has-background is-layout-constrained wp-container-core-group-is-layout-ca4feaf4 wp-block-group-is-layout-constrained\" style=\"border-radius:12px;padding-top:36px;padding-right:30px;padding-bottom:36px;padding-left:30px\">\n<p style=\"font-size:32px\">\ud83c\udfaf<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Consistent and complete<\/h3>\n\n\n\n<p class=\"has-text-color\" style=\"color:#666666;font-size:15px\">\n              Standardized output every time. Fewer missed tags, fewer &#8220;did we\n              include everything?&#8221; moments.\n            <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group has-ast-global-color-6-background-color has-background is-layout-constrained wp-container-core-group-is-layout-ca4feaf4 wp-block-group-is-layout-constrained\" style=\"border-radius:12px;padding-top:36px;padding-right:30px;padding-bottom:36px;padding-left:30px\">\n<p style=\"font-size:32px\">\ud83d\udd12<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Your data, your server<\/h3>\n\n\n\n<p class=\"has-text-color\" style=\"color:#666666;font-size:15px\">Dedicated deployment: on-premise or single-tenant VM. Your diagrams never touch shared infrastructure. <\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-comparison-section alignfull uagb-is-root-container\">\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">\n      &#8220;Can&#8217;t I just use ChatGPT?&#8221;\n    <\/h2>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-comparison-table-wrap\">\n<style>\n        .pfd-compare-table {\n          width: 100%;\n          border-collapse: collapse;\n          border-radius: 12px;\n          overflow: hidden;\n          box-shadow: 0 4px 20px rgba(0, 0, 0, 0.08);\n          font-family: \"Inter\", sans-serif;\n        }\n        .pfd-compare-table thead th {\n          padding: 16px 20px;\n          font-family: \"Maven Pro\", sans-serif;\n          font-weight: 600;\n          font-size: 15px;\n          text-align: left;\n        }\n        .pfd-compare-table thead th:first-child {\n          background: #f0f0f0;\n          color: #453d45;\n        }\n        .pfd-compare-table thead th:nth-child(2) {\n          background: #f8f8f8;\n          color: #999;\n          text-align: center;\n        }\n        .pfd-compare-table thead th:nth-child(3) {\n          background: #9133eb;\n          color: #fff;\n          text-align: center;\n        }\n        .pfd-compare-table td {\n          padding: 14px 20px;\n          font-size: 14px;\n          border-bottom: 1px solid #f0f0f0;\n          background: #fff;\n        }\n        .pfd-compare-table td:nth-child(2),\n        .pfd-compare-table td:nth-child(3) {\n          text-align: center;\n        }\n        .pfd-compare-table tbody tr:last-child td {\n          border-bottom: none;\n        }\n        .pfd-ck {\n          color: #4ac2ab;\n          font-weight: 700;\n          font-size: 18px;\n        }\n        .pfd-cr {\n          color: #f0807a;\n          font-weight: 700;\n          font-size: 18px;\n        }\n        .pfd-pa {\n          color: #ed783d;\n          font-size: 13px;\n        }\n      <\/style>\n      <table class=\"pfd-compare-table\">\n        <thead>\n          <tr>\n            <th>Capability<\/th>\n            <th>General-purpose AI<\/th>\n            <th>PFD Bench<\/th>\n          <\/tr>\n        <\/thead>\n        <tbody>\n          <tr>\n            <td>Simple PFDs (&lt; 10 items)<\/td>\n            <td><span class=\"pfd-pa\">Rough draft<\/span><\/td>\n            <td><span class=\"pfd-ck\">\u2713<\/span><\/td>\n          <\/tr>\n          <tr>\n            <td>Complex PFDs (dozens of items, recycle loops)<\/td>\n            <td><span class=\"pfd-cr\">\u2717<\/span><\/td>\n            <td><span class=\"pfd-ck\">\u2713<\/span><\/td>\n          <\/tr>\n          <tr>\n            <td>Parses diagram structure (not just image)<\/td>\n            <td><span class=\"pfd-cr\">\u2717<\/span><\/td>\n            <td><span class=\"pfd-ck\">\u2713<\/span><\/td>\n          <\/tr>\n          <tr>\n            <td>Cross-checks connections automatically<\/td>\n            <td><span class=\"pfd-cr\">\u2717<\/span><\/td>\n            <td><span class=\"pfd-ck\">\u2713<\/span><\/td>\n          <\/tr>\n          <tr>\n            <td>95%+ accuracy on real-world diagrams<\/td>\n            <td><span class=\"pfd-cr\">\u2717<\/span><\/td>\n            <td><span class=\"pfd-ck\">\u2713<\/span><\/td>\n          <\/tr>\n          <tr>\n            <td>Human-in-the-loop verification<\/td>\n            <td><span class=\"pfd-cr\">\u2717<\/span><\/td>\n            <td><span class=\"pfd-ck\">\u2713<\/span><\/td>\n          <\/tr>\n          <tr>\n            <td>Dedicated deployment \/ data privacy<\/td>\n            <td><span class=\"pfd-cr\">\u2717<\/span><\/td>\n            <td><span class=\"pfd-ck\">\u2713<\/span><\/td>\n          <\/tr>\n        <\/tbody>\n      <\/table>\n\n\n\n<p class=\"has-text-align-center has-text-color\" style=\"color:#888888;margin-top:24px;font-size:14px;font-style:italic;font-weight:400\">PFD Bench was built because general-purpose AI wasn&#8217;t good enough. We know: we tried it first. <\/p>\n<\/div>\n\n\n\n<div style=\"height:70px\" aria-hidden=\"true\" id=\"savings-calculator\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-8c3de9f2 alignfull uagb-is-root-container\">\n<div class=\"wp-block-cover alignfull\" style=\"padding-top:80px;padding-bottom:80px;min-height:100px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-ast-global-color-8-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-color\" style=\"color:#9ef2cc\">\n      See what PFD Bench saves your team\n    <\/h2>\n\n\n\n<p class=\"has-text-align-center has-text-color\" style=\"color:rgba(255,255,255,0.7);font-size:17px\">Drag the sliders to match your team\u2019s workload<\/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-uagb-container uagb-block-calc-wrap\">\n<style>\n  .pfd-calc {\n    background: rgba(255, 255, 255, 0.06);\n    border: 1px solid rgba(255, 255, 255, 0.1);\n    border-radius: 16px;\n    padding: 36px 32px;\n    backdrop-filter: blur(10px);\n    font-family: \"Inter\", sans-serif;\n    color: #fff;\n  }\n  .pfd-calc label {\n    display: block;\n    font-family: \"Maven Pro\", sans-serif;\n    font-weight: 500;\n    font-size: 14px;\n    color: rgba(255, 255, 255, 0.8);\n    margin-bottom: 8px;\n  }\n  .pfd-calc .field {\n    margin-bottom: 22px;\n  }\n  .pfd-calc .range-row {\n    display: flex;\n    justify-content: space-between;\n    align-items: center;\n    gap: 16px;\n  }\n  .pfd-calc input[type=\"range\"] {\n    flex: 1;\n    accent-color: #4ac2ab;\n    cursor: pointer;\n  }\n  .pfd-calc .rv {\n    font-family: \"Maven Pro\", sans-serif;\n    font-weight: 700;\n    font-size: 22px;\n    color: #9ef2cc;\n    min-width: 70px;\n    text-align: right;\n  }\n  .pfd-calc .results {\n    display: grid;\n    grid-template-columns: 1fr 1fr 1fr;\n    gap: 16px;\n    margin-top: 28px;\n    padding-top: 24px;\n    border-top: 1px solid rgba(255, 255, 255, 0.12);\n  }\n  .pfd-calc .res-item {\n    text-align: center;\n  }\n  .pfd-calc .res-val {\n    font-family: \"Maven Pro\", sans-serif;\n    font-weight: 700;\n    font-size: 28px;\n    color: #9ef2cc;\n  }\n  .pfd-calc .res-lbl {\n    font-size: 12px;\n    color: rgba(255, 255, 255, 0.6);\n    margin-top: 4px;\n  }\n  .pfd-calc .note {\n    text-align: center;\n    margin-top: 14px;\n    font-size: 12px;\n    color: rgba(255, 255, 255, 0.4);\n  }\n  @media (max-width: 600px) {\n    .pfd-calc .results {\n      grid-template-columns: 1fr;\n      gap: 18px;\n    }\n  }\n<\/style>\n<div class=\"pfd-calc\">\n  <div class=\"field\">\n    <label>PFDs documented per year<\/label>\n    <div class=\"range-row\">\n      <input\n        type=\"range\"\n        id=\"c-pfds\"\n        min=\"10\"\n        max=\"200\"\n        value=\"50\"\n        step=\"10\"\n        oninput=\"pfdCalc()\"\n      \/>\n      <span class=\"rv\" id=\"v-pfds\">50<\/span>\n    <\/div>\n  <\/div>\n  <div class=\"field\">\n    <label>Engineer daily rate (EUR)<\/label>\n    <div class=\"range-row\">\n      <input\n        type=\"range\"\n        id=\"c-rate\"\n        min=\"200\"\n        max=\"2500\"\n        value=\"2000\"\n        step=\"50\"\n        oninput=\"pfdCalc()\"\n      \/>\n      <span class=\"rv\" id=\"v-rate\">2,000 EUR<\/span>\n    <\/div>\n  <\/div>\n  <div class=\"field\">\n    <label>Hours per PFD: manual documentation<\/label>\n    <div class=\"range-row\">\n      <input\n        type=\"range\"\n        id=\"c-man\"\n        min=\"0\"\n        max=\"8\"\n        value=\"4\"\n        step=\"0.5\"\n        oninput=\"if(this.value<2){this.value=2}pfdCalc()\"\n      \/>\n      <span class=\"rv\" id=\"v-man\">4h<\/span>\n    <\/div>\n  <\/div>\n  <div class=\"field\">\n    <label>Hours per PFD: with PFD Bench<\/label>\n    <div class=\"range-row\">\n      <input\n        type=\"range\"\n        id=\"c-ben\"\n        min=\"0\"\n        max=\"8\"\n        value=\"1\"\n        step=\"0.5\"\n        disabled\n        style=\"opacity:1; pointer-events:none\"\n      \/>\n      <span class=\"rv\" id=\"v-ben\">1h<\/span>\n    <\/div>\n  <\/div>\n  <div class=\"results\">\n    <div class=\"res-item\">\n      <div class=\"res-val\" id=\"r-hrs\">150h<\/div>\n      <div class=\"res-lbl\">Hours saved \/ year<\/div>\n    <\/div>\n    <div class=\"res-item\">\n      <div class=\"res-val\" id=\"r-day\">18.8<\/div>\n      <div class=\"res-lbl\">Days saved \/ year<\/div>\n    <\/div>\n    <div class=\"res-item\">\n      <div class=\"res-val\" id=\"r-eur\">37,500 EUR<\/div>\n      <div class=\"res-lbl\">Annual savings<\/div>\n    <\/div>\n  <\/div>\n  <p class=\"note\">Includes review and revision time.<\/p>\n<\/div>\n<script>\n  function pfdCalc() {\n    var p = parseFloat(document.getElementById(\"c-pfds\").value) || 0;\n    var r = parseFloat(document.getElementById(\"c-rate\").value) || 0;\n    var m = parseFloat(document.getElementById(\"c-man\").value) || 0;\n    var b = parseFloat(document.getElementById(\"c-ben\").value) || 0;\n    document.getElementById(\"v-pfds\").textContent = p;\n    document.getElementById(\"v-rate\").textContent =\n      r.toLocaleString(\"en\") + \" EUR\";\n    document.getElementById(\"v-man\").textContent = m + \"h\";\n    document.getElementById(\"v-ben\").textContent = b + \"h\";\n    var hs = p * (m - b);\n    var ds = hs \/ 8;\n    var sv = ds * r;\n    document.getElementById(\"r-hrs\").textContent = Math.round(hs) + \"h\";\n    document.getElementById(\"r-day\").textContent = ds.toFixed(1);\n    document.getElementById(\"r-eur\").textContent =\n      sv.toLocaleString(\"en\", { maximumFractionDigits: 0 }) + \" EUR\";\n  }\n  document.addEventListener(\"DOMContentLoaded\", pfdCalc);\n  pfdCalc();\n<\/script>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-trust-section alignfull uagb-is-root-container\">\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Built in collaboration with process industry engineers <\/h2>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-founder-card\">\n<div class=\"wp-block-group has-ast-global-color-6-background-color has-background is-layout-constrained wp-container-core-group-is-layout-9c359d1e wp-block-group-is-layout-constrained\" style=\"border-radius:16px;padding-top:36px;padding-right:40px;padding-bottom:36px;padding-left:40px\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-500fc115 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:120px\">\n<figure class=\"wp-block-image size-thumbnail has-custom-border is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"http:\/\/lyfx.ai\/wp-content\/uploads\/2024\/02\/Andre_Moreira_2020-150x150.jpg\" alt=\"\" class=\"wp-image-916\" style=\"border-radius:50%\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<p style=\"margin-bottom:0;font-size:20px;font-style:normal;font-weight:600\">\n              Dr. Andre Moreira\n            <\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#9133eb;margin-top:4px;margin-bottom:12px;font-size:14px;font-style:normal;font-weight:600\">\n              Co-founder &amp; Managing Director, lyfX.ai\n            <\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#666666;font-size:15px\">With a PhD in Physics and over a decade at BASF working across chemicals, fertilizer, and energy, Andre built PFD Bench because he understood the bottleneck firsthand. At lyfX.ai, he applies state-of-the-art AI to solve real problems in process industries. PFD Bench is the tool process engineering teams wished existed earlier. <\/p>\n\n\n\n<p style=\"margin-top:12px\">\n              <a href=\"https:\/\/lyfx.ai\/team\/\" style=\"color: #9133eb; font-weight: 600\">Read full bio \u2192<\/a>\n            <\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-story-section alignfull uagb-is-root-container\">\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-story-inner\">\n<h2 class=\"wp-block-heading\">How PFD Bench started<\/h2>\n\n\n\n<p class=\"has-text-color\" style=\"color:#555555;font-size:16px\">\n        It began in December 2024, when an engineer from our partner\n        <strong>K-UTEC AG Salt Technologies<\/strong> asked if we had a good\n        prompt for turning a process diagram into a written description.\n      <\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#555555;font-size:16px\">We tried it over a Saturday morning with the first vision-capable AI models. For a very simple PFD, it worked. Then reality hit. On real-world PFDs (complex, dense, with dozens of equipment items) the errors were too many. <strong>It wasted time rather than saving it.<\/strong><\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#555555;font-size:16px\">\n        So in mid-2025 we started building PFD Bench: a dedicated tool that\n        parses diagram structure, cross-checks connections, and uses carefully\n        engineered prompts to deliver reliable results. Getting from &#8220;curious\n        demo&#8221; to <strong>95%+ accuracy on complex diagrams<\/strong> took more\n        work than we expected.\n      <\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#555555;font-size:16px\">But every process engineering team we talked to had the same bottleneck. So we turned it into a product. <\/p>\n<\/div>\n\n\n\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-value-section alignfull uagb-is-root-container\">\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">\n      What you get with PFD Bench\n    <\/h2>\n\n\n\n<p class=\"has-text-align-center has-text-color\" style=\"color:#888888;font-size:17px\">Everything included in your evaluation access<\/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-uagb-container uagb-block-value-grid\">\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<div class=\"wp-block-group has-ast-global-color-6-background-color has-background is-nowrap is-layout-flex wp-container-core-group-is-layout-a073799f wp-block-group-is-layout-flex\" style=\"border-radius:10px;padding-top:18px;padding-right:20px;padding-bottom:18px;padding-left:20px\">\n<p style=\"font-size:15px\">\n              \u2705 <strong>Dedicated instance<\/strong> \u2014 your own environment, no\n              shared servers\n            <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-ast-global-color-6-background-color has-background is-nowrap is-layout-flex wp-container-core-group-is-layout-a073799f wp-block-group-is-layout-flex\" style=\"border-radius:10px;padding-top:18px;padding-right:20px;padding-bottom:18px;padding-left:20px\">\n<p style=\"font-size:15px\">\n              \u2705 <strong>Test with your PFDs<\/strong> \u2014 upload real diagrams\n              from your projects\n            <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-ast-global-color-6-background-color has-background is-nowrap is-layout-flex wp-container-core-group-is-layout-a073799f wp-block-group-is-layout-flex\" style=\"border-radius:10px;padding-top:18px;padding-right:20px;padding-bottom:18px;padding-left:20px\">\n<p style=\"font-size:15px\">\n              \u2705 <strong>Onboarding walkthrough<\/strong> \u2014 live session to get\n              your team started\n            <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group has-ast-global-color-6-background-color has-background is-nowrap is-layout-flex wp-container-core-group-is-layout-a073799f wp-block-group-is-layout-flex\" style=\"border-radius:10px;padding-top:18px;padding-right:20px;padding-bottom:18px;padding-left:20px\">\n<p style=\"font-size:15px\">\u2705 <strong>Direct support<\/strong> \u2014 from the people who built it<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-ast-global-color-6-background-color has-background is-nowrap is-layout-flex wp-container-core-group-is-layout-a073799f wp-block-group-is-layout-flex\" style=\"border-radius:10px;padding-top:18px;padding-right:20px;padding-bottom:18px;padding-left:20px\">\n<p style=\"font-size:15px\">\n              \u2705 <strong>Full edit &amp; export<\/strong> \u2014 review, refine, and\n              download your descriptions\n            <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-ast-global-color-6-background-color has-background is-nowrap is-layout-flex wp-container-core-group-is-layout-a073799f wp-block-group-is-layout-flex\" style=\"border-radius:10px;padding-top:18px;padding-right:20px;padding-bottom:18px;padding-left:20px\">\n<p style=\"font-size:15px\">\n              \u2705 <strong>DXF support<\/strong> \u2014 works with AutoCAD,\n              MicroStation, and standard CAD exports\n            <\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-urgency-box\">\n<div class=\"wp-block-group has-border-color has-background is-layout-constrained wp-container-core-group-is-layout-287dccaf wp-block-group-is-layout-constrained\" style=\"border-color:#9133eb;border-style:dashed;border-width:1px;border-radius:10px;background-color:rgba(145,51,235,0.05);padding-top:20px;padding-right:24px;padding-bottom:20px;padding-left:24px\">\n<p class=\"has-text-align-center has-text-color\" style=\"color:#9133eb;font-size:15px;font-style:normal;font-weight:600\">\ud83d\udd12 We onboard a limited number of evaluation teams per month to ensure hands-on support<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-faq-section alignfull uagb-is-root-container\">\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-ast-global-color-1-color has-text-color has-link-color wp-elements-603f3a99a3e9a6fb51869c21a4c8c38a\">Common questions<\/h2>\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-container uagb-block-faq-list\">\n<details class=\"wp-block-details has-ast-global-color-1-background-color has-background is-layout-flow wp-block-details-is-layout-flow\"><summary>How accurate is the extraction?<\/summary>\n<p>\n          PFD Bench consistently identifies the correct equipment and achieves\n          over 95% accuracy for connections (how streams connect equipment to\n          each other). The verification step lets you catch and correct any gaps\n          before generating the process description.\n        <\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-ast-global-color-1-background-color has-background is-layout-flow wp-block-details-is-layout-flow\"><summary>What file formats are supported?<\/summary>\n<p>\n          DXF exports from standard CAD tools (AutoCAD, MicroStation, etc.). PDF\n          support is on the roadmap.\n        <\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-ast-global-color-1-background-color has-background is-layout-flow wp-block-details-is-layout-flow\"><summary>Can I edit the generated descriptions?<\/summary>\n<p>\n          Yes. The output is fully editable before export. You have complete\n          control over the final document.\n        <\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-ast-global-color-1-background-color has-background is-layout-flow wp-block-details-is-layout-flow\"><summary>What about confidentiality?<\/summary>\n<p>Dedicated deployment is available: your diagrams stay on your infrastructure, no shared servers. The only data leaving your environment are the API calls to state-of-the-art LLMs. Using local LLMs for maximum privacy is on the roadmap. <\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-ast-global-color-1-background-color has-background is-layout-flow wp-block-details-is-layout-flow\"><summary>How much does it cost?<\/summary>\n<p>\n          We offer evaluation access so you can test with your own PFDs. Book a\n          demo and we&#8217;ll walk you through pricing for dedicated instances based\n          on your team&#8217;s needs.\n        <\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-ast-global-color-1-background-color has-background is-layout-flow wp-block-details-is-layout-flow\"><summary>Can I use it for P&amp;IDs too?<\/summary>\n<p>Yes, but the accuracy is not as high as with PFDs. We are already working on expanding PFD Bench&#8217;s capabilities for P&amp;IDs with high accuray. <\/p>\n<\/details>\n<\/div>\n\n\n\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-d4ef0a13 alignfull uagb-is-root-container\">\n<div class=\"wp-block-cover alignfull is-light\" style=\"padding-top:70px;padding-bottom:70px;min-height:100px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-ast-global-color-0-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-color\" style=\"color:#ffffff\">\n      More time for engineering.<br>Start with a demo.\n    <\/h2>\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-final-cta-btns\"><div class=\"uagb-buttons__wrap uagb-buttons-layout-wrap \">\n<div class=\"wp-block-uagb-buttons-child uagb-buttons__outer-wrap uagb-block-final-btn-demo wp-block-button\"><div class=\"uagb-button__wrapper\"><a class=\"uagb-buttons-repeater wp-block-button__link\" aria-label=\"\" href=\"https:\/\/calendly.com\/lyfx\/pfd-bench-15-min-demo\" rel=\"follow noopener\" target=\"_blank\" role=\"button\"><div class=\"uagb-button__link\">Book a 15-min demo<\/div><\/a><\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-buttons-child uagb-buttons__outer-wrap uagb-block-final-btn-calc wp-block-button\"><div class=\"uagb-button__wrapper\"><a class=\"uagb-buttons-repeater wp-block-button__link\" aria-label=\"\" href=\"#savings-calculator\" rel=\"follow noopener\" target=\"_self\" role=\"button\"><div class=\"uagb-button__link\">Calculate your savings<\/div><\/a><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>PFD Bench in one minute What engineers say Every PFD tells a story.Writing it down shouldn&#8217;t take all day. Turning process diagrams into documentation is a typical bottleneck every engineering team knows but nobody talks about. \ud83d\udccb Manual cataloging Listing every equipment item, tag, and stream by hand \ud83d\udd17 Tracing connections Following inlets, outlets, and [&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-2945","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\/pt\/author\/amoreira\/"},"uagb_comment_info":0,"uagb_excerpt":"PFD Bench in one minute What engineers say Every PFD tells a story.Writing it down shouldn&#8217;t take all day. Turning process diagrams into documentation is a typical bottleneck every engineering team knows but nobody talks about. \ud83d\udccb Manual cataloging Listing every equipment item, tag, and stream by hand \ud83d\udd17 Tracing connections Following inlets, outlets, and&hellip;","_links":{"self":[{"href":"https:\/\/lyfx.ai\/pt\/wp-json\/wp\/v2\/pages\/2945","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lyfx.ai\/pt\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/lyfx.ai\/pt\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/lyfx.ai\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/lyfx.ai\/pt\/wp-json\/wp\/v2\/comments?post=2945"}],"version-history":[{"count":10,"href":"https:\/\/lyfx.ai\/pt\/wp-json\/wp\/v2\/pages\/2945\/revisions"}],"predecessor-version":[{"id":3380,"href":"https:\/\/lyfx.ai\/pt\/wp-json\/wp\/v2\/pages\/2945\/revisions\/3380"}],"wp:attachment":[{"href":"https:\/\/lyfx.ai\/pt\/wp-json\/wp\/v2\/media?parent=2945"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}