{"id":7,"date":"2026-05-21T14:49:09","date_gmt":"2026-05-21T14:49:09","guid":{"rendered":"https:\/\/metalgenomic.cl\/?page_id=7"},"modified":"2026-07-06T21:36:30","modified_gmt":"2026-07-06T21:36:30","slug":"inicio","status":"publish","type":"page","link":"https:\/\/metalgenomic.cl\/","title":{"rendered":"Inicio"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"7\" class=\"elementor elementor-7\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-361dfc4 e-con e-atomic-element e-flexbox-base e-4a78655 \" data-id=\"361dfc4\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"361dfc4\">\n    <div class=\"elementor-element elementor-element-0305692 e-flex e-con-boxed e-con e-parent\" data-id=\"0305692\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2bbdb61 elementor-widget elementor-widget-text-editor\" data-id=\"2bbdb61\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong><span class=\"eyebrow\">METAL GENOMIC\u00a0<\/span><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94c91a7 elementor-widget elementor-widget-text-editor\" data-id=\"94c91a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Biominer\u00eda potenciada por inteligencia artificial.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-d2853f7 e-flex e-con-boxed e-con e-parent\" data-id=\"d2853f7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b5eaeae e-con-full e-grid e-con e-child\" data-id=\"b5eaeae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3218f50 e-con-full e-flex e-con e-child\" data-id=\"3218f50\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aec7d05 elementor-widget elementor-widget-text-editor\" data-id=\"aec7d05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>La evoluci\u00f3n de la miner\u00eda.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e3da3e9 elementor-widget elementor-widget-text-editor\" data-id=\"e3da3e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"hero-lead\">Optimizamos los consorcios microbianos mediante metagen\u00f3mica avanzada y modelos predictivos de IA para maximizar la recuperaci\u00f3n de cobre en sulfuros primarios y marginales.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1ab3643 e-con-full e-flex e-con e-child\" data-id=\"1ab3643\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8c22e36 e-con-full e-flex e-con e-child\" data-id=\"8c22e36\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-15304e0 elementor-widget elementor-widget-text-editor\" data-id=\"15304e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"hero-stat-number\"><strong>0.51%<\/strong><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd5179e elementor-widget elementor-widget-text-editor\" data-id=\"cd5179e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"hero-stat-number\"><div class=\"hero-stat-label\"><div class=\"stat-lbl\">Ley media cobre chileno 2023\u00a0<\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5c8e566 e-con-full e-flex e-con e-child\" data-id=\"5c8e566\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-23632b1 elementor-widget elementor-widget-text-editor\" data-id=\"23632b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"hero-stat-number\"><div class=\"hero-stat-number\"><strong>60%<\/strong><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64358b3 elementor-widget elementor-widget-text-editor\" data-id=\"64358b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"hero-stat-number\"><div class=\"hero-stat-label\"><div class=\"hero-stat-label\"><div class=\"stat-lbl\">Reservas en sulfuros primarios sin bioaceleraci\u00f3n.<\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c47fbe5 e-con-full e-flex e-con e-child\" data-id=\"c47fbe5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aecaf46 elementor-widget elementor-widget-text-editor\" data-id=\"aecaf46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"hero-stat-number\"><strong>+22M t<\/strong><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-66aed10 elementor-widget elementor-widget-text-editor\" data-id=\"66aed10\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"hero-stat-number\"><div class=\"hero-stat-label\"><div class=\"hero-stat-label\"><div class=\"stat-lbl\">D\u00e9ficit cobre refinado proyectado al 2035.<\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-188f50c e-con e-atomic-element e-flexbox-base e-c7a16e5 \" data-id=\"188f50c\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"188f50c\">\n    \t\t<div class=\"elementor-element elementor-element-53d41cc elementor-widget elementor-widget-html\" data-id=\"53d41cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<!-- ============================================================\r\n     METALGENOMIC \u2014 Banner Marquee Animado\r\n     Widget HTML para Elementor (pegar en \"HTML\" widget)\r\n     Prefijo CSS: .mg-belt-* (aislado de estilos globales WP)\r\n     ============================================================ -->\r\n\r\n<style>\r\n.mg-belt-wrap {\r\n  background: #0a0a0a;\r\n  overflow: hidden;\r\n  padding: 0;\r\n  width: 100%;\r\n  position: relative;\r\n  border-top: 1px solid #1a1a1a;\r\n  border-bottom: 1px solid #1a1a1a;\r\n}\r\n\r\n\/* Degradados en los bordes para efecto de fade *\/\r\n.mg-belt-wrap::before,\r\n.mg-belt-wrap::after {\r\n  content: '';\r\n  position: absolute;\r\n  top: 0;\r\n  bottom: 0;\r\n  width: 120px;\r\n  z-index: 2;\r\n  pointer-events: none;\r\n}\r\n.mg-belt-wrap::before {\r\n  left: 0;\r\n  background: linear-gradient(to right, #0a0a0a 0%, transparent 100%);\r\n}\r\n.mg-belt-wrap::after {\r\n  right: 0;\r\n  background: linear-gradient(to left, #0a0a0a 0%, transparent 100%);\r\n}\r\n\r\n.mg-belt-track {\r\n  display: flex;\r\n  width: max-content;\r\n  animation: mg-marquee 35s linear infinite;\r\n  padding: 0.9rem 0;\r\n}\r\n\r\n.mg-belt-track:hover {\r\n  animation-play-state: paused;\r\n}\r\n\r\n.mg-belt-item {\r\n  display: inline-flex;\r\n  align-items: center;\r\n  gap: 0;\r\n  font-family: 'Space Grotesk', 'IBM Plex Mono', 'Courier New', monospace;\r\n  font-size: 11px;\r\n  font-weight: 500;\r\n  text-transform: uppercase;\r\n  letter-spacing: 0.14em;\r\n  color: rgba(255, 255, 255, 0.35);\r\n  padding: 0 2.25rem;\r\n  white-space: nowrap;\r\n  transition: color 0.2s ease;\r\n}\r\n\r\n.mg-belt-item:hover {\r\n  color: rgba(255, 255, 255, 0.75);\r\n}\r\n\r\n.mg-belt-item .mg-dot {\r\n  color: #b5651d;\r\n  margin-right: 2.25rem;\r\n  font-size: 0.55em;\r\n  vertical-align: middle;\r\n}\r\n\r\n@keyframes mg-marquee {\r\n  from { transform: translateX(0); }\r\n  to   { transform: translateX(-50%); }\r\n}\r\n\r\n\/* Responsive: velocidad m\u00e1s r\u00e1pida en mobile *\/\r\n@media (max-width: 768px) {\r\n  .mg-belt-track {\r\n    animation-duration: 22s;\r\n  }\r\n  .mg-belt-item {\r\n    font-size: 10px;\r\n    padding: 0 1.5rem;\r\n  }\r\n  .mg-belt-wrap::before,\r\n  .mg-belt-wrap::after {\r\n    width: 60px;\r\n  }\r\n}\r\n<\/style>\r\n\r\n<div class=\"mg-belt-wrap\" role=\"marquee\" aria-label=\"Tecnolog\u00edas Metalgenomic\">\r\n  <div class=\"mg-belt-track\">\r\n\r\n    <!-- Bloque 1 (original) -->\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Acidithiobacillus ferrooxidans<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Metagen\u00f3mica de pilas<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>OPC-UA \/ MQTT<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Modelos XGBoost + LSTM<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Sensores LiDAR<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Hiperspectral NIR \/ SWIR<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>PI Historian \/ SCADA<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>SX-EW \/ PLS<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>JORC 2012 \/ NI 43-101<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Gemelos Digitales BIM<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Calcopirita primaria CuFeS\u2082<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Secuenciaci\u00f3n 16S rRNA<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Transformer TFT<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>InfluxDB \/ Node-RED<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Ferroplasma acidarmanus<\/span>\r\n\r\n    <!-- Bloque 2 (duplicado exacto para loop infinito sin salto) -->\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Acidithiobacillus ferrooxidans<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Metagen\u00f3mica de pilas<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>OPC-UA \/ MQTT<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Modelos XGBoost + LSTM<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Sensores LiDAR<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Hiperspectral NIR \/ SWIR<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>PI Historian \/ SCADA<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>SX-EW \/ PLS<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>JORC 2012 \/ NI 43-101<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Gemelos Digitales BIM<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Calcopirita primaria CuFeS\u2082<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Secuenciaci\u00f3n 16S rRNA<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Transformer TFT<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>InfluxDB \/ Node-RED<\/span>\r\n    <span class=\"mg-belt-item\"><span class=\"mg-dot\">\u25cf<\/span>Ferroplasma acidarmanus<\/span>\r\n\r\n  <\/div>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-29ae1f0 e-con e-atomic-element e-flexbox-base e-821ef3d \" data-id=\"29ae1f0\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"29ae1f0\">\n    <div class=\"elementor-element elementor-element-68e6dcd e-flex e-con-boxed e-con e-parent\" data-id=\"68e6dcd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bc1be16 e-con-full e-flex e-con e-child\" data-id=\"bc1be16\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a74bca5 e-con-full e-grid e-con e-child\" data-id=\"a74bca5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1a39aef e-con-full e-flex e-con e-child\" data-id=\"1a39aef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9f83867 elementor-widget elementor-widget-text-editor\" data-id=\"9f83867\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"prob-card\"><span class=\"ch\">01 \u2014 El Desaf\u00edo<\/span><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c723ee elementor-widget elementor-widget-text-editor\" data-id=\"6c723ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Chile no necesita m\u00e1s yacimientos, sino producir m\u00e1s de los existentes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d8d2ff elementor-widget elementor-widget-text-editor\" data-id=\"4d8d2ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><p class=\"lead\">Hay cobre identificado, cuantificado y dentro de la propiedad minera que hoy no llega a producci\u00f3n. El desaf\u00edo es t\u00e9cnico, no geol\u00f3gico.<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-360a805 e-con-full e-grid e-con e-child\" data-id=\"360a805\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c168f83 e-con-full e-flex e-con e-child\" data-id=\"c168f83\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26683c9 elementor-widget elementor-widget-image\" data-id=\"26683c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-39-768x432.png\" class=\"attachment-medium_large size-medium_large wp-image-347\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-39-768x432.png 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-39-300x169.png 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-39-1024x576.png 1024w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-39-1536x864.png 1536w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-39.png 1920w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70106f3 elementor-widget elementor-widget-text-editor\" data-id=\"70106f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><p>Declinaci\u00f3n sistem\u00e1tica de leyes<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89ad7d0 elementor-widget elementor-widget-text-editor\" data-id=\"89ad7d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><p>La ley media del cobre chileno ha ca\u00eddo un 41% en dos d\u00e9cadas. La flotaci\u00f3n requiere \u22650.4% Cu; las reservas marginales quedan fuera de la cadena productiva.<\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cae78c1 elementor-widget elementor-widget-text-editor\" data-id=\"cae78c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"prob-card\"><strong><span class=\"prob-tag\">0.51% Cu ley media 2023 \u2014 Cochilco<\/span><\/strong><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b2a15a0 e-con-full e-flex e-con e-child\" data-id=\"b2a15a0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-625ccd7 elementor-widget elementor-widget-image\" data-id=\"625ccd7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-38-768x432.png\" class=\"attachment-medium_large size-medium_large wp-image-346\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-38-768x432.png 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-38-300x169.png 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-38-1024x576.png 1024w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-38-1536x864.png 1536w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-38.png 1920w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68d7bb9 elementor-widget elementor-widget-text-editor\" data-id=\"68d7bb9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><p>Escasez h\u00eddrica en zonas mineras<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ba0ddb elementor-widget elementor-widget-text-editor\" data-id=\"5ba0ddb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><p>Antofagasta, Atacama y Tarapac\u00e1 concentran el 75% de la producci\u00f3n y sufren estr\u00e9s h\u00eddrico severo. La flotaci\u00f3n consume 0.25\u20130.55 m\u00b3\/t.\u00a0<\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7fc8a77 elementor-widget elementor-widget-text-editor\" data-id=\"7fc8a77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"prob-card\"><div class=\"prob-card\"><strong><span class=\"prob-tag\">60% menos agua vs. flotaci\u00f3n \u2014 SMA Chile<\/span><\/strong><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9866f7e e-con-full e-flex e-con e-child\" data-id=\"9866f7e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-64474af elementor-widget elementor-widget-image\" data-id=\"64474af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-41-768x432.png\" class=\"attachment-medium_large size-medium_large wp-image-352\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-41-768x432.png 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-41-300x169.png 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-41-1024x576.png 1024w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-41-1536x864.png 1536w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-41.png 1920w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-292e46c elementor-widget elementor-widget-text-editor\" data-id=\"292e46c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><p>Brecha de demanda energ\u00e9tica<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffd7d07 elementor-widget elementor-widget-text-editor\" data-id=\"ffd7d07\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><p>Un veh\u00edculo el\u00e9ctrico usa 4\u00d7 m\u00e1s cobre que uno de combusti\u00f3n. La IEA proyecta 36 Mt\/a\u00f1o al 2040 \u2014 la oferta convencional no puede escalar a ese ritmo.<\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-386ac73 elementor-widget elementor-widget-text-editor\" data-id=\"386ac73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"prob-card\"><div class=\"prob-card\"><strong><span class=\"prob-tag\">+22 Mt d\u00e9ficit al 2035 \u2014 IEA 2024<\/span><\/strong><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-69bf869 e-con-full e-flex e-con e-child\" data-id=\"69bf869\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-318d740 elementor-widget elementor-widget-image\" data-id=\"318d740\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-40-768x432.png\" class=\"attachment-medium_large size-medium_large wp-image-351\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-40-768x432.png 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-40-300x169.png 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-40-1024x576.png 1024w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-40-1536x864.png 1536w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-40.png 1920w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89d5758 elementor-widget elementor-widget-text-editor\" data-id=\"89d5758\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><p>L\u00edmites de la flotaci\u00f3n convencional<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61efc9d elementor-widget elementor-widget-text-editor\" data-id=\"61efc9d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><p>Antofagasta, Atacama y Tarapac\u00e1 concentran 75% de la producci\u00f3n y sufren estr\u00e9s h\u00eddrico severo. La flotaci\u00f3n consume 0.25\u20130.55 m\u00b3\/t. La biolixiviaci\u00f3n reduce 60%.<\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8146613 elementor-widget elementor-widget-text-editor\" data-id=\"8146613\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"prob-card\"><div class=\"prob-card\"><strong><span class=\"prob-tag\">60% menos agua vs. flotaci\u00f3n \u2014 SMA Chile<\/span><\/strong><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-f586570 e-con e-atomic-element e-flexbox-base e-a3ba05d \" data-id=\"f586570\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"f586570\">\n    <div class=\"elementor-element elementor-element-b8dd51c e-grid e-con-boxed e-con e-parent\" data-id=\"b8dd51c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-953ce80 e-con-full e-flex e-con e-child\" data-id=\"953ce80\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-56d6fb8 elementor-widget elementor-widget-text-editor\" data-id=\"56d6fb8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><span class=\"ch\">02 \u2014 Nuestra Respuesta<\/span><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-145282f elementor-widget elementor-widget-image\" data-id=\"145282f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"512\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/photo-1532187863486-abf9dbad1b69-768x512.avif\" class=\"attachment-medium_large size-medium_large wp-image-354\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/photo-1532187863486-abf9dbad1b69-768x512.avif 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/photo-1532187863486-abf9dbad1b69-300x200.avif 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/photo-1532187863486-abf9dbad1b69.avif 800w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fdc2638 elementor-widget elementor-widget-text-editor\" data-id=\"fdc2638\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><p>La metagen\u00f3mica combinada con la IA da lugar a un proceso de biolixiviaci\u00f3n que se adapta y mejora continuamente.<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be16aae elementor-widget elementor-widget-text-editor\" data-id=\"be16aae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><p class=\"sol-thesis\">No optimizamos par\u00e1metros de proceso. Optimizamos los ecosistemas microbianos que hacen el proceso.<\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aaa6f9d elementor-widget elementor-widget-text-editor\" data-id=\"aaa6f9d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div><p>La diferencia entre 65% y 89% de recuperaci\u00f3n no est\u00e1 en el riego ni en el pH \u2014 est\u00e1 en la composici\u00f3n del consorcio bacteriano.<\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ec80383 e-con-full e-flex e-con e-child\" data-id=\"ec80383\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f33bf18 e-con-full e-flex e-con e-child\" data-id=\"f33bf18\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-319b2db elementor-widget elementor-widget-text-editor\" data-id=\"319b2db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\">Capa 01 \u2014 Datos geoespaciales<\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39d72a0 elementor-widget elementor-widget-text-editor\" data-id=\"39d72a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><p>Caracterizaci\u00f3n de alta resoluci\u00f3n<\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f01260a elementor-widget elementor-widget-text-editor\" data-id=\"f01260a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><div class=\"sol-pt\"><p>LiDAR, hiperspectral NIR\/SWIR y modelado JORC\/NI 43-101. Identificamos zonas de sulfuros primarios y rutas de flujo antes de iniciar la operaci\u00f3n.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b4c29f7 e-con-full e-flex e-con e-child\" data-id=\"b4c29f7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8fd6ae3 elementor-widget elementor-widget-text-editor\" data-id=\"8fd6ae3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><div class=\"sol-pt-num\">Capa 02 \u2014 Control gen\u00f3mico<\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7628e0 elementor-widget elementor-widget-text-editor\" data-id=\"f7628e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><p>Secuenciaci\u00f3n metagen\u00f3mica en operaci\u00f3n<\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9087fa4 elementor-widget elementor-widget-text-editor\" data-id=\"9087fa4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><div class=\"sol-pt\"><div class=\"sol-pt\"><p>Muestras cada 7\u201314 d\u00edas. 16S rRNA y metagen\u00f3mica shotgun para identificar\u00a0<em>Acidithiobacillus ferrooxidans<\/em>,\u00a0<em>Ferroplasma<\/em> y arqueas term\u00f3filas.<\/p><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ee06429 e-con-full e-flex e-con e-child\" data-id=\"ee06429\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-03d7bd8 elementor-widget elementor-widget-text-editor\" data-id=\"03d7bd8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><div class=\"sol-pt-num\">Capa 03 \u2014 Gemelo digital BIM<\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37144fb elementor-widget elementor-widget-text-editor\" data-id=\"37144fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><p>Modelo 3D con sens\u00f3rica embebida<\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e79c08d elementor-widget elementor-widget-text-editor\" data-id=\"e79c08d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><div class=\"sol-pt\"><div class=\"sol-pt\"><p>Sensores de temperatura, Eh, pH y conductividad. Actualizaci\u00f3n en tiempo real v\u00eda OPC-UA\/MQTT integrado con PI Historian \/ SCADA.<\/p><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8eed0a5 e-con-full e-flex e-con e-child\" data-id=\"8eed0a5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2aefc7f elementor-widget elementor-widget-text-editor\" data-id=\"2aefc7f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><div class=\"sol-pt-num\">Capa 04 \u2014 Modelos IA<\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5fc0c7 elementor-widget elementor-widget-text-editor\" data-id=\"d5fc0c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><p>XGBoost, LSTM y Transformers<\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28851af elementor-widget elementor-widget-text-editor\" data-id=\"28851af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><div class=\"sol-pt\"><div class=\"sol-pt\"><p>Predicci\u00f3n de recuperaci\u00f3n Cu-EW a 7, 14 y 30 d\u00edas. Recomendaciones autom\u00e1ticas validadas contra el gemelo digital antes de ejecutarse.<\/p><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d05d853 e-con-full e-flex e-con e-child\" data-id=\"d05d853\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1fcdb95 elementor-widget elementor-widget-text-editor\" data-id=\"1fcdb95\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><div class=\"sol-pt-num\">Capa 05 \u2014 SX-EW<\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f281673 elementor-widget elementor-widget-text-editor\" data-id=\"f281673\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><p>Desde el lixiviado hasta el c\u00e1todo<\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13d0458 elementor-widget elementor-widget-text-editor\" data-id=\"13d0458\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><div class=\"sol-pt\"><div id=\"sol\" class=\"sec reveal visible\"><div class=\"sol-layout\"><div class=\"sol-points\"><div class=\"sol-pt\"><p>Ciclo completo: PLS \u2192 extracci\u00f3n por solvente \u2192 electrolito \u2192 c\u00e1todo de cobre electrol\u00edtico. Loop cerrado entre la pila biol\u00f3gica y la planta.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-1ff2bb0 e-con e-atomic-element e-flexbox-base e-edb917b \" data-id=\"1ff2bb0\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"1ff2bb0\">\n    <div class=\"elementor-element elementor-element-7200297 e-flex e-con-boxed e-con e-parent\" data-id=\"7200297\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-addf3ae e-con-full e-flex e-con e-child\" data-id=\"addf3ae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a68021 elementor-widget elementor-widget-text-editor\" data-id=\"3a68021\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><span class=\"ch\">03 \u2014 Servicios<\/span><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40cd86c elementor-widget elementor-widget-text-editor\" data-id=\"40cd86c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Cuatro pilares de servicio\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a01342 elementor-widget elementor-widget-text-editor\" data-id=\"2a01342\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"srv-hdr\"><p class=\"lead\">Contratables de forma independiente o como soluci\u00f3n end-to-end.<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b778464 e-con-full e-grid e-con e-child\" data-id=\"b778464\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c1048b2 e-con-full e-flex e-con e-child\" data-id=\"c1048b2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f392e05 elementor-widget elementor-widget-text-editor\" data-id=\"f392e05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><span class=\"ch\">01 \u2014 Servicios<\/span><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d47c942 elementor-widget elementor-widget-image\" data-id=\"d47c942\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/06\/Diseno-sin-titulo-19-1024x576.png\" class=\"attachment-large size-large wp-image-222\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/06\/Diseno-sin-titulo-19-1024x576.png 1024w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/06\/Diseno-sin-titulo-19-300x169.png 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/06\/Diseno-sin-titulo-19-768x432.png 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/06\/Diseno-sin-titulo-19-1536x864.png 1536w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/06\/elementor\/thumbs\/Diseno-sin-titulo-19-rotq7107j8vghsejd7dpa2tzoihp1f034itbke0vhg.png 20w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/06\/Diseno-sin-titulo-19.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64757d3 elementor-widget elementor-widget-text-editor\" data-id=\"64757d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Biolixiviaci\u00f3n Inteligente<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9647818 elementor-widget elementor-widget-text-editor\" data-id=\"9647818\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Monitoreo metagen\u00f3mico quincenal del consorcio microbiano. Identificaci\u00f3n de <em>Acidithiobacillus<\/em>\u00a0y\u00a0<em>Ferroplasma<\/em>.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d7c6c4 elementor-widget elementor-widget-text-editor\" data-id=\"1d7c6c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><div class=\"srv-dl-t\">Entregables<\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1689629 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"1689629\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Perfil metagen\u00f3mico basal de la pila<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Protocolo de inoculaci\u00f3n con cepas <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Informe de composici\u00f3n microbiana quincenal<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Plan de control de contaminantes y supresores<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bca05d4 e-con-full e-flex e-con e-child\" data-id=\"bca05d4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b7ba4eb elementor-widget elementor-widget-text-editor\" data-id=\"b7ba4eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><span class=\"ch\">02 \u2014 Servicios<\/span><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3271ee0 elementor-widget elementor-widget-image\" data-id=\"3271ee0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-50-1024x576.png\" class=\"attachment-large size-large wp-image-432\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-50-1024x576.png 1024w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-50-300x169.png 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-50-768x432.png 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-50-1536x864.png 1536w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-50.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0284cc4 elementor-widget elementor-widget-text-editor\" data-id=\"0284cc4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Gemelo Digital BIM<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-004db47 elementor-widget elementor-widget-text-editor\" data-id=\"004db47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Modelo BIM din\u00e1mico con red de sensores IoT conectado a SCADA\/PI Historian por OPC-UA y MQTT.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac6af24 elementor-widget elementor-widget-text-editor\" data-id=\"ac6af24\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><div class=\"srv-dl-t\">Entregables<\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e9a63e8 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"e9a63e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Modelo BIM 3D con geometr\u00eda real de la pila<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Dashboard web + m\u00f3vil en tiempo real<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Integraci\u00f3n con PI AF \/ PI DataLink existente<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Alertas tempranas de anomal\u00edas t\u00e9rmicas<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cf0da63 e-con-full e-grid e-con e-child\" data-id=\"cf0da63\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6fe1962 e-con-full e-flex e-con e-child\" data-id=\"6fe1962\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f763dca elementor-widget elementor-widget-text-editor\" data-id=\"f763dca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><span class=\"ch\">03 \u2014 Servicios<\/span><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72a4ea9 elementor-widget elementor-widget-image\" data-id=\"72a4ea9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-51-1024x576.png\" class=\"attachment-large size-large wp-image-433\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-51-1024x576.png 1024w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-51-300x169.png 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-51-768x432.png 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-51-1536x864.png 1536w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-51.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7965472 elementor-widget elementor-widget-text-editor\" data-id=\"7965472\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Modelos Predictivos<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a9f1bec elementor-widget elementor-widget-text-editor\" data-id=\"a9f1bec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>XGBoost, LSTM y Transformer para predicci\u00f3n de recuperaci\u00f3n Cu-EW. Entrenados con datos hist\u00f3ricos de la propia operaci\u00f3n.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-259d6ad elementor-widget elementor-widget-text-editor\" data-id=\"259d6ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><div class=\"srv-dl-t\">Entregables<\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e58d4bd elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"e58d4bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Modelo predictivo Cu-EW a 7 \/ 14 \/ 30 d\u00edas<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Recomendaciones operacionales automatizadas<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">API REST para planificaci\u00f3n minera<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Curvas de incertidumbre por escenario<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-37b56ab e-con-full e-flex e-con e-child\" data-id=\"37b56ab\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fbb7026 elementor-widget elementor-widget-text-editor\" data-id=\"fbb7026\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><span class=\"ch\">04 \u2014 Servicios<\/span><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71eb649 elementor-widget elementor-widget-image\" data-id=\"71eb649\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-49-1024x576.png\" class=\"attachment-large size-large wp-image-434\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-49-1024x576.png 1024w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-49-300x169.png 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-49-768x432.png 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-49-1536x864.png 1536w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-49.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-912780a elementor-widget elementor-widget-text-editor\" data-id=\"912780a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p id=\"4-optimizacin-geoqumica-y-anlisis-geoespacial\" class=\"font-editorial font-bold mb-2 mt-4 [.has-inline-images_&amp;]:clear-end text-base first:mt-0\">An\u00e1lisis Geoespacial<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89bdf76 elementor-widget elementor-widget-text-editor\" data-id=\"89bdf76\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Modelado 3D integrando LiDAR, hiperspectral NIR\/SWIR y logs de sondaje. Modelos conformes a JORC 2012 y NI 43-101.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e9c6612 elementor-widget elementor-widget-text-editor\" data-id=\"e9c6612\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><div class=\"srv-dl-t\">Entregables<\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8727ff2 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"8727ff2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Perfil metagen\u00f3mico basal de la pila<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Protocolo de inoculaci\u00f3n con cepas<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Informe de composici\u00f3n microbiana quincenal<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Plan de control de contaminantes y supresores<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-ee0caa9 e-con e-atomic-element e-flexbox-base e-ee0caa9-e9e01f3 \" data-id=\"ee0caa9\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"ee0caa9\">\n    <div class=\"elementor-element elementor-element-ff3c6f9 e-flex e-con-boxed e-con e-parent\" data-id=\"ff3c6f9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-89b42c6 elementor-widget elementor-widget-text-editor\" data-id=\"89b42c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><span class=\"ch\">04 \u2014 Desempe\u00f1o Comprobado<\/span><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f74d52 elementor-widget elementor-widget-text-editor\" data-id=\"1f74d52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal\">Los n\u00fameros no discuten.<\/p><p class=\"font-claude-response-body break-words whitespace-normal\">Solo describen lo que pas\u00f3 cuando aplicamos el m\u00e9todo.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-000b190 elementor-widget elementor-widget-text-editor\" data-id=\"000b190\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal\">El \u00edndice de recuperaci\u00f3n relativa muestra que\u00a0<strong>Metalgenomic<\/strong>\u00a0supera a los dem\u00e1s m\u00e9todos evaluados, alcanzando un valor de 124 sobre una base 100 correspondiente a la flotaci\u00f3n convencional.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5429460 e-con-full e-flex e-con e-child\" data-id=\"5429460\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-92804d7 elementor-widget elementor-widget-html\" data-id=\"92804d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<!-- ============================================================\r\n     METALGENOMIC \u2014 Tabla comparativa de m\u00e9todos\r\n     Pegar en Elementor > Widget > HTML\r\n     CSS completamente autocontenido. Sin dependencias externas.\r\n     ============================================================ -->\r\n\r\n<link rel=\"preconnect\" href=\"https:\/\/fonts.googleapis.com\">\r\n<link rel=\"preconnect\" href=\"https:\/\/fonts.gstatic.com\" crossorigin>\r\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=IBM+Plex+Mono:wght@400;500;600&family=IBM+Plex+Sans:wght@400;500&display=swap\" rel=\"stylesheet\">\r\n\r\n<style>\r\n\/* \u2500\u2500 Scope: todo con prefijo .mgt- para no colisionar con Elementor \u2500\u2500 *\/\r\n\r\n.mgt-wrap {\r\n  --ink:      #1a1a14;\r\n  --paper:    #f2ede6;\r\n  --warm:     #ebe6dd;\r\n  --copper:   #b85c1e;\r\n  --moss:     #3d4a2e;\r\n  --ocean:    #0a3d5c;\r\n  --muted:    #6b6b5e;\r\n  --rule:     rgba(26,26,20,0.10);\r\n  --rule2:    rgba(26,26,20,0.22);\r\n  --mono:     'IBM Plex Mono', 'Courier New', monospace;\r\n  --sans:     'IBM Plex Sans', system-ui, sans-serif;\r\n\r\n  font-family: var(--sans);\r\n  color: var(--ink);\r\n  width: 100%;\r\n  overflow-x: auto;\r\n  -webkit-overflow-scrolling: touch;\r\n}\r\n\r\n\/* \u2500\u2500 Caption \u2500\u2500 *\/\r\n.mgt-caption {\r\n  font-family: var(--mono);\r\n  font-size: 14px;\r\n  letter-spacing: 0.08em;\r\n  text-transform: uppercase;\r\n  color: var(--muted);\r\n  margin-bottom: 0.85rem;\r\n}\r\n\r\n\/* \u2500\u2500 Tabla \u2500\u2500 *\/\r\n.mgt-table {\r\n  width: 100%;\r\n  min-width: 580px;\r\n  border-collapse: collapse;\r\n  border-top: 2px solid var(--ink);\r\n}\r\n\r\n\/* \u2500\u2500 Encabezado \u2500\u2500 *\/\r\n.mgt-table thead tr {\r\n  border-bottom: 1px solid var(--rule2);\r\n}\r\n\r\n.mgt-table thead th {\r\n  font-family: var(--mono);\r\n  font-size: 13px;\r\n  font-weight: 600;\r\n  letter-spacing: 0.1em;\r\n  text-transform: uppercase;\r\n  color: var(--muted);\r\n  text-align: left;\r\n  padding: 0.65rem 0.85rem 0.65rem 0;\r\n  white-space: nowrap;\r\n}\r\n\r\n.mgt-table thead th:last-child {\r\n  text-align: center;\r\n}\r\n\r\n\/* \u2500\u2500 Filas \u2500\u2500 *\/\r\n.mgt-table tbody tr {\r\n  border-bottom: 1px solid var(--rule);\r\n  transition: background 0.15s;\r\n}\r\n\r\n.mgt-table tbody tr:last-child {\r\n  border-bottom: none;\r\n}\r\n\r\n.mgt-table tbody tr:hover {\r\n  background: rgba(26,26,20,0.03);\r\n}\r\n\r\n.mgt-table tbody td {\r\n  font-family: var(--sans);\r\n  font-size: 0.875rem;\r\n  color: var(--ink);\r\n  padding: 0.85rem 0.85rem 0.85rem 0;\r\n  vertical-align: middle;\r\n  line-height: 1.4;\r\n}\r\n\r\n.mgt-table tbody td:last-child {\r\n  text-align: center;\r\n}\r\n\r\n\/* \u2500\u2500 Fila destacada (Metalgenomic) \u2500\u2500 *\/\r\n.mgt-table tbody tr.mgt-highlight {\r\n  background: rgba(184, 92, 30, 0.05);\r\n  border-left: 3px solid var(--copper);\r\n}\r\n\r\n.mgt-table tbody tr.mgt-highlight td {\r\n  font-weight: 500;\r\n}\r\n\r\n.mgt-table tbody tr.mgt-highlight td:first-child {\r\n  padding-left: 0.75rem;\r\n  color: var(--copper);\r\n}\r\n\r\n\/* \u2500\u2500 Tags de impacto \u2500\u2500 *\/\r\n.mgt-tag {\r\n  display: inline-block;\r\n  font-family: var(--mono);\r\n  font-size: 15px;\r\n  font-weight: 600;\r\n  letter-spacing: 0.06em;\r\n  padding: 3px 10px;\r\n  border-radius: 3px;\r\n  white-space: nowrap;\r\n}\r\n\r\n.mgt-tag-alto {\r\n  background: rgba(160, 30, 20, 0.10);\r\n  color: #8b1a0c;\r\n  border: 0.5px solid rgba(160, 30, 20, 0.20);\r\n}\r\n\r\n.mgt-tag-medio {\r\n  background: rgba(160, 120, 20, 0.12);\r\n  color: #7a5a0a;\r\n  border: 0.5px solid rgba(160, 120, 20, 0.22);\r\n}\r\n\r\n.mgt-tag-bajo {\r\n  background: rgba(61, 74, 46, 0.12);\r\n  color: #2d4a20;\r\n  border: 0.5px solid rgba(61, 74, 46, 0.25);\r\n}\r\n\r\n\/* \u2500\u2500 Nota al pie \u2500\u2500 *\/\r\n.mgt-note {\r\n  font-family: var(--mono);\r\n  font-size: 13px;\r\n  color: var(--muted);\r\n  margin-top: 0.85rem;\r\n  line-height: 1.6;\r\n}\r\n\r\n\/* \u2500\u2500 Responsive scroll hint \u2500\u2500 *\/\r\n@media (max-width: 640px) {\r\n  .mgt-scroll-hint {\r\n    font-family: var(--mono);\r\n    font-size: 10px;\r\n    color: var(--muted);\r\n    margin-bottom: 0.5rem;\r\n    display: block;\r\n  }\r\n}\r\n\r\n@media (min-width: 641px) {\r\n  .mgt-scroll-hint { display: none; }\r\n}\r\n<\/style>\r\n\r\n<div class=\"mgt-wrap\">\r\n\r\n  <p class=\"mgt-caption\">\r\n    Recuperaci\u00f3n de cobre por m\u00e9todo \u2014 sulfuros secundarios, condiciones representativas de la miner\u00eda chilena\r\n  <\/p>\r\n\r\n  <span class=\"mgt-scroll-hint\">\u2190 Desliza para ver toda la tabla<\/span>\r\n\r\n  <table class=\"mgt-table\" role=\"table\" aria-label=\"Comparativa de m\u00e9todos de recuperaci\u00f3n de cobre\">\r\n    <thead>\r\n      <tr>\r\n        <th scope=\"col\">M\u00e9todo<\/th>\r\n        <th scope=\"col\">Recuperaci\u00f3n Cu<\/th>\r\n        <th scope=\"col\">Tiempo de ciclo<\/th>\r\n        <th scope=\"col\">Costo op. \/ ton<\/th>\r\n        <th scope=\"col\">Impacto H\u2082O<\/th>\r\n      <\/tr>\r\n    <\/thead>\r\n    <tbody>\r\n      <tr>\r\n        <td>Flotaci\u00f3n convencional<\/td>\r\n        <td>72 \u2013 78%<\/td>\r\n        <td>Continuo<\/td>\r\n        <td>$14 \u2013 18<\/td>\r\n        <td><span class=\"mgt-tag mgt-tag-medio\">Medio<\/span><\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td>Lixiviaci\u00f3n \u00e1cida (SX-EW)<\/td>\r\n        <td>68 \u2013 75%<\/td>\r\n        <td>90 \u2013 180 d\u00edas<\/td>\r\n        <td>$8 \u2013 12<\/td>\r\n        <td><span class=\"mgt-tag mgt-tag-alto\">Alto<\/span><\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td>Biolixiviaci\u00f3n est\u00e1ndar<\/td>\r\n        <td>74 \u2013 80%<\/td>\r\n        <td>60 \u2013 90 d\u00edas<\/td>\r\n        <td>$9 \u2013 13<\/td>\r\n        <td><span class=\"mgt-tag mgt-tag-medio\">Medio<\/span><\/td>\r\n      <\/tr>\r\n      <tr class=\"mgt-highlight\">\r\n        <td>Metalgenomic (Bio + IA)<\/td>\r\n        <td>88 \u2013 93%<\/td>\r\n        <td>40 \u2013 65 d\u00edas<\/td>\r\n        <td>$7 \u2013 10<\/td>\r\n        <td><span class=\"mgt-tag mgt-tag-bajo\">Bajo<\/span><\/td>\r\n      <\/tr>\r\n    <\/tbody>\r\n  <\/table>\r\n\r\n  <p class=\"mgt-note\">\r\n    * Datos basados en proyectos piloto en Regi\u00f3n de Atacama y Antofagasta, 2022\u20132024. Condiciones controladas con verificaci\u00f3n de terceros.\r\n  <\/p>\r\n\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-5b6b739 e-con e-atomic-element e-flexbox-base e-7f6507f \" data-id=\"5b6b739\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"5b6b739\">\n    <div class=\"elementor-element elementor-element-db42885 e-flex e-con-boxed e-con e-parent\" data-id=\"db42885\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b07552b e-con-full e-flex e-con e-child\" data-id=\"b07552b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ff95991 elementor-widget elementor-widget-text-editor\" data-id=\"ff95991\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><span class=\"ch\">05 \u2014 Tecnolog\u00edas<\/span><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1c3832 elementor-widget elementor-widget-text-editor\" data-id=\"d1c3832\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Tecnolog\u00edas en un flujo \u00fanico<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2c9d8d elementor-widget elementor-widget-text-editor\" data-id=\"e2c9d8d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"lead\">Dise\u00f1ado para entornos mineros reales: conectividad limitada y sistemas legados.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c2c6188 e-con-full e-grid e-con e-child\" data-id=\"c2c6188\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b18f3ec e-con-full e-flex e-con e-child\" data-id=\"b18f3ec\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52b0266 elementor-widget elementor-widget-image\" data-id=\"52b0266\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/photo-1544197150-b99a580bb7a8.avif\" class=\"attachment-large size-large wp-image-355\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/photo-1544197150-b99a580bb7a8.avif 600w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/photo-1544197150-b99a580bb7a8-300x200.avif 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c021ef8 elementor-widget elementor-widget-text-editor\" data-id=\"c021ef8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Adquisici\u00f3n de datos<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79bcc34 elementor-mobile-align-center elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"79bcc34\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">LiDAR terrestre y a\u00e9reo<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Hiperspectral NIR\/SWIR<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Sensores IoT<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">XRF port\u00e1til<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Drones DJI Enterprise<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6bd6773 e-con-full e-flex e-con e-child\" data-id=\"6bd6773\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b8147f5 elementor-widget elementor-widget-image\" data-id=\"b8147f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/photo-1555949963-ff9fe0c870eb.avif\" class=\"attachment-large size-large wp-image-356\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/photo-1555949963-ff9fe0c870eb.avif 600w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/photo-1555949963-ff9fe0c870eb-300x200.avif 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bf8f67 elementor-widget elementor-widget-text-editor\" data-id=\"8bf8f67\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Conectividad<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9cf4bf7 elementor-mobile-align-center elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"9cf4bf7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">OPC-UA<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">MQTT \/ Mosquitto<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">PI Historian \/ PI A<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">SCADA Ignition<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">InfluxDB<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2e76da7 e-con-full e-flex e-con e-child\" data-id=\"2e76da7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dab0e84 elementor-widget elementor-widget-image\" data-id=\"dab0e84\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/photo-1518770660439-4636190af475.avif\" class=\"attachment-large size-large wp-image-357\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/photo-1518770660439-4636190af475.avif 600w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/photo-1518770660439-4636190af475-300x200.avif 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f175b2 elementor-widget elementor-widget-text-editor\" data-id=\"1f175b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>An\u00e1lisis e IA<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e2c008 elementor-mobile-align-center elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"7e2c008\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">XGBoost \/ LightGBM<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">PyTorch LSTM<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">TFT Transformer<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">QIIME2 \/ MetaPhlAn<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">FastAPI + Docker<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-74e3485 e-con e-atomic-element e-flexbox-base e-74e3485-6897784 \" data-id=\"74e3485\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"74e3485\">\n    <div class=\"elementor-element elementor-element-da7e983 e-flex e-con-boxed e-con e-parent\" data-id=\"da7e983\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-1d078f4 e-con-full e-flex e-con e-child\" data-id=\"1d078f4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8e74deb elementor-widget elementor-widget-text-editor\" data-id=\"8e74deb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><span class=\"ch\">06 \u2014 Comparativa<\/span><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7dfd0ea elementor-widget elementor-widget-text-editor\" data-id=\"7dfd0ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"1\">Metalgenomic vs. M\u00e9todos Tradicionales<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a382414 elementor-widget elementor-widget-text-editor\" data-id=\"a382414\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"4\">Este gr\u00e1fico presenta el <b data-path-to-node=\"4\" data-index-in-node=\"25\">\u00cdndice de Recuperaci\u00f3n Relativa<\/b> de cuatro m\u00e9todos metal\u00fargicos diferentes, tomando como l\u00ednea base de comparaci\u00f3n (valor 100) la <b data-path-to-node=\"4\" data-index-in-node=\"154\">Flotaci\u00f3n convencional<\/b>.<\/p><p data-path-to-node=\"4\"><b data-path-to-node=\"6,2,0\" data-index-in-node=\"0\">Metalgenomic<\/b> se destaca significativamente sobre todos los dem\u00e1s, logrando el \u00edndice m\u00e1s alto con un <b data-path-to-node=\"6,2,0\" data-index-in-node=\"101\">124<\/b> (un 24% m\u00e1s de recuperaci\u00f3n en comparaci\u00f3n con el m\u00e9todo convencional)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7feeb9e e-con-full e-flex e-con e-child\" data-id=\"7feeb9e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f06be1d elementor-widget elementor-widget-html\" data-id=\"f06be1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<!-- ============================================================\r\n     METALGENOMIC \u2014 Gr\u00e1fico de barras: \u00cdndice de recuperaci\u00f3n\r\n     Pegar en Elementor > Widget > HTML\r\n     Animaci\u00f3n al entrar en viewport. Sin dependencias externas.\r\n     ============================================================ -->\r\n\r\n<link rel=\"preconnect\" href=\"https:\/\/fonts.googleapis.com\">\r\n<link rel=\"preconnect\" href=\"https:\/\/fonts.gstatic.com\" crossorigin>\r\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=IBM+Plex+Mono:wght@400;500;600&family=IBM+Plex+Sans:wght@400;500&display=swap\" rel=\"stylesheet\">\r\n\r\n<style>\r\n.mgb-wrap {\r\n  --ink:     #1a1a14;\r\n  --paper:   #f2ede6;\r\n  --warm:    #ebe6dd;\r\n  --copper:  #b85c1e;\r\n  --moss:    #3d4a2e;\r\n  --muted:   #6b6b5e;\r\n  --rule:    rgba(26,26,20,0.10);\r\n  --rule2:   rgba(26,26,20,0.22);\r\n  --mono:    'IBM Plex Mono', 'Courier New', monospace;\r\n  --sans:    'IBM Plex Sans', system-ui, sans-serif;\r\n\r\n  font-family: var(--sans);\r\n  color: var(--ink);\r\n  width: 100%;\r\n  max-width: 780px;\r\n}\r\n\r\n\/* \u2500\u2500 Caption \u2500\u2500 *\/\r\n.mgb-caption {\r\n  font-family: var(--mono);\r\n  font-size: 13px;\r\n  letter-spacing: 0.08em;\r\n  text-transform: uppercase;\r\n  color: var(--muted);\r\n  margin-bottom: 1.0rem;\r\n  line-height: 1.5;\r\n}\r\n\r\n\/* \u2500\u2500 Chart container \u2500\u2500 *\/\r\n.mgb-chart {\r\n  display: flex;\r\n  flex-direction: column;\r\n  gap: 0;\r\n  border-top: 1px solid var(--rule2);\r\n}\r\n\r\n\/* \u2500\u2500 Cada fila \u2500\u2500 *\/\r\n.mgb-row {\r\n  display: grid;\r\n  grid-template-columns: 200px 1fr 52px;\r\n  align-items: center;\r\n  gap: 1rem;\r\n  padding: 0.85rem 0;\r\n  border-bottom: 1px solid var(--rule);\r\n}\r\n\r\n\/* \u2500\u2500 Label m\u00e9todo \u2500\u2500 *\/\r\n.mgb-label {\r\n  font-family: var(--mono);\r\n  font-size: 15px;\r\n  color: var(--muted);\r\n  text-align: right;\r\n  letter-spacing: 0.02em;\r\n  line-height: 1.35;\r\n}\r\n\r\n.mgb-row.mgb-accent .mgb-label {\r\n  color: var(--ink);\r\n  font-weight: 700;\r\n}\r\n\r\n\/* \u2500\u2500 Track y barra \u2500\u2500 *\/\r\n.mgb-track {\r\n  height: 28px;\r\n  background: rgba(26,26,20,0.06);\r\n  border-radius: 2px;\r\n  overflow: hidden;\r\n  position: relative;\r\n}\r\n\r\n.mgb-bar {\r\n  height: 100%;\r\n  width: 0;                        \/* arranca en 0, JS la anima *\/\r\n  border-radius: 2px;\r\n  display: flex;\r\n  align-items: center;\r\n  padding-right: 10px;\r\n  justify-content: flex-end;\r\n  transition: width 1.1s cubic-bezier(0.22, 1, 0.36, 1);\r\n  position: relative;\r\n}\r\n\r\n\/* L\u00ednea de referencia base=100 *\/\r\n.mgb-track::after {\r\n  content: '';\r\n  position: absolute;\r\n  top: 0; bottom: 0;\r\n  \/* 100\/130 \u2248 76.9% del m\u00e1ximo visible (130) *\/\r\n  left: calc(100 \/ 130 * 100%);\r\n  width: 1px;\r\n  background: rgba(26,26,20,0.28);\r\n  z-index: 2;\r\n  pointer-events: none;\r\n}\r\n\r\n\/* Colores por tipo *\/\r\n.mgb-bar-default  { background: rgba(107,107,94,0.35); }\r\n.mgb-bar-dim      { background: rgba(107,107,94,0.22); }\r\n.mgb-bar-mid      { background: rgba(61,74,46,0.45); }\r\n.mgb-bar-accent   { background: var(--copper); }\r\n\r\n\/* \u2500\u2500 Valor num\u00e9rico \u2500\u2500 *\/\r\n.mgb-value {\r\n  font-family: var(--mono);\r\n  font-size: 15px;\r\n  font-weight: 600;\r\n  color: var(--muted);\r\n  text-align: right;\r\n  letter-spacing: 0.02em;\r\n  min-width: 36px;\r\n}\r\n\r\n.mgb-row.mgb-accent .mgb-value {\r\n  color: var(--copper);\r\n  font-size: 15px;\r\n}\r\n\r\n\/* \u2500\u2500 Leyenda base \u2500\u2500 *\/\r\n.mgb-legend {\r\n  margin-top: 0.85rem;\r\n  display: flex;\r\n  align-items: center;\r\n  gap: 0.5rem;\r\n  font-family: var(--mono);\r\n  font-size: 10px;\r\n  color: var(--muted);\r\n}\r\n\r\n.mgb-legend-line {\r\n  width: 20px;\r\n  height: 1px;\r\n  background: var(--rule2);\r\n  flex-shrink: 0;\r\n}\r\n\r\n\/* \u2500\u2500 Nota al pie \u2500\u2500 *\/\r\n.mgb-note {\r\n  font-family: var(--mono);\r\n  font-size: 13px;\r\n  color: var(--muted);\r\n  margin-top: 1.25rem;\r\n  line-height: 1.65;\r\n}\r\n\r\n\/* \u2500\u2500 Responsive \u2500\u2500 *\/\r\n@media (max-width: 560px) {\r\n  .mgb-row {\r\n    grid-template-columns: 130px 1fr 42px;\r\n    gap: 0.6rem;\r\n  }\r\n  .mgb-label { font-size: 10px; }\r\n  .mgb-track { height: 24px; }\r\n  .mgb-value { font-size: 11px; }\r\n  .mgb-row.mgb-accent .mgb-value { font-size: 13px; }\r\n}\r\n<\/style>\r\n\r\n<div class=\"mgb-wrap\" id=\"mgb-root\">\r\n\r\n  <p class=\"mgb-caption\">\r\n    \u00cdndice de recuperaci\u00f3n relativa por m\u00e9todo<br>\r\n    Base 100 = Flotaci\u00f3n convencional\r\n  <\/p>\r\n\r\n  <div class=\"mgb-chart\" role=\"list\" aria-label=\"Gr\u00e1fico de barras: \u00edndice de recuperaci\u00f3n relativa\">\r\n\r\n    <!-- Flotaci\u00f3n convencional \u2014 100 -->\r\n    <div class=\"mgb-row\" role=\"listitem\">\r\n      <span class=\"mgb-label\">Flotaci\u00f3n convencional<\/span>\r\n      <div class=\"mgb-track\" aria-hidden=\"true\">\r\n        <div class=\"mgb-bar mgb-bar-default\" data-value=\"100\" data-max=\"130\"><\/div>\r\n      <\/div>\r\n      <span class=\"mgb-value\">100<\/span>\r\n    <\/div>\r\n\r\n    <!-- SX-EW est\u00e1ndar \u2014 91 -->\r\n    <div class=\"mgb-row\" role=\"listitem\">\r\n      <span class=\"mgb-label\">SX-EW est\u00e1ndar<\/span>\r\n      <div class=\"mgb-track\" aria-hidden=\"true\">\r\n        <div class=\"mgb-bar mgb-bar-dim\" data-value=\"91\" data-max=\"130\"><\/div>\r\n      <\/div>\r\n      <span class=\"mgb-value\">91<\/span>\r\n    <\/div>\r\n\r\n    <!-- Biolixiviaci\u00f3n sin IA \u2014 107 -->\r\n    <div class=\"mgb-row\" role=\"listitem\">\r\n      <span class=\"mgb-label\">Biolixiviaci\u00f3n sin IA<\/span>\r\n      <div class=\"mgb-track\" aria-hidden=\"true\">\r\n        <div class=\"mgb-bar mgb-bar-mid\" data-value=\"107\" data-max=\"130\"><\/div>\r\n      <\/div>\r\n      <span class=\"mgb-value\">107<\/span>\r\n    <\/div>\r\n\r\n    <!-- Metalgenomic \u2014 124 (destacado) -->\r\n    <div class=\"mgb-row mgb-accent\" role=\"listitem\">\r\n      <span class=\"mgb-label\">Metalgenomic<\/span>\r\n      <div class=\"mgb-track\" aria-hidden=\"true\">\r\n        <div class=\"mgb-bar mgb-bar-accent\" data-value=\"124\" data-max=\"130\"><\/div>\r\n      <\/div>\r\n      <span class=\"mgb-value\">124<\/span>\r\n    <\/div>\r\n\r\n  <\/div>\r\n\r\n  <!-- Leyenda l\u00ednea base -->\r\n  <div class=\"mgb-legend\" aria-hidden=\"true\">\r\n    <span class=\"mgb-legend-line\"><\/span>\r\n    L\u00ednea base = 100 (flotaci\u00f3n convencional)\r\n  <\/div>\r\n\r\n  <p class=\"mgb-note\">\r\n    * Datos basados en proyectos piloto en Regi\u00f3n de Atacama y Antofagasta, 2022\u20132024.\r\n    Condiciones controladas con verificaci\u00f3n de terceros.\r\n  <\/p>\r\n\r\n<\/div>\r\n\r\n<script>\r\n(function () {\r\n  var root = document.getElementById('mgb-root');\r\n  if (!root) return;\r\n\r\n  var bars = root.querySelectorAll('.mgb-bar[data-value]');\r\n\r\n  \/* \u2500\u2500 Prefiere-reduced-motion \u2500\u2500 *\/\r\n  var reduced = window.matchMedia('(prefers-reduced-motion: reduce)').matches;\r\n\r\n  function animateBars() {\r\n    bars.forEach(function (bar, i) {\r\n      var val = parseFloat(bar.getAttribute('data-value'));\r\n      var max = parseFloat(bar.getAttribute('data-max')) || 130;\r\n      var pct = (val \/ max * 100).toFixed(2) + '%';\r\n\r\n      if (reduced) {\r\n        bar.style.width = pct;\r\n      } else {\r\n        \/* escalonado: cada barra 80 ms despu\u00e9s *\/\r\n        setTimeout(function () {\r\n          bar.style.width = pct;\r\n        }, i * 80);\r\n      }\r\n    });\r\n  }\r\n\r\n  \/* \u2500\u2500 Disparar al entrar en viewport \u2500\u2500 *\/\r\n  if ('IntersectionObserver' in window) {\r\n    var io = new IntersectionObserver(function (entries) {\r\n      if (entries[0].isIntersecting) {\r\n        animateBars();\r\n        io.disconnect();\r\n      }\r\n    }, { threshold: 0.25 });\r\n    io.observe(root);\r\n  } else {\r\n    \/* fallback: disparar inmediato *\/\r\n    animateBars();\r\n  }\r\n})();\r\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-aededfb e-con e-atomic-element e-flexbox-base e-aededfb-5620cb2 \" data-id=\"aededfb\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"aededfb\">\n    <div class=\"elementor-element elementor-element-f10c908 e-flex e-con-boxed e-con e-parent\" data-id=\"f10c908\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fe0ec22 elementor-widget elementor-widget-text-editor\" data-id=\"fe0ec22\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"tension-block\"><div class=\"prob-card\"><div class=\"sol-pt-num\"><span class=\"ch\">07 \u2014 Aplicaci\u00f3n<\/span><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79ab2d2 elementor-widget elementor-widget-text-editor\" data-id=\"79ab2d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Casos de uso en operaciones minerasS<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e61eb86 elementor-widget elementor-widget-text-editor\" data-id=\"e61eb86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"lead\">Desde pilas activas hasta retreatment de relaves y nuevas faenas.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b15dd99 e-grid e-con-full e-con e-child\" data-id=\"b15dd99\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-52766f1 e-con-full e-flex e-con e-child\" data-id=\"52766f1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5bb28a3 elementor-widget elementor-widget-image\" data-id=\"5bb28a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-42-1024x576.png\" class=\"attachment-large size-large wp-image-370\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-42-1024x576.png 1024w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-42-300x169.png 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-42-768x432.png 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-42-1536x864.png 1536w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-42.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3be7fc6 elementor-widget elementor-widget-text-editor\" data-id=\"3be7fc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Pilas activas<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b91ec31 elementor-widget elementor-widget-text-editor\" data-id=\"b91ec31\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"thesis-item reveal visible\"><div class=\"apl-card\"><div class=\"apl-body\"><p>Optimizaci\u00f3n con monitoreo metagen\u00f3mico continuo e integraci\u00f3n de modelos predictivos. Sin necesidad de nueva infraestructura.<\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dd35541 e-con-full e-flex e-con e-child\" data-id=\"dd35541\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-256c45f elementor-widget elementor-widget-image\" data-id=\"256c45f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-44-1024x576.png\" class=\"attachment-large size-large wp-image-372\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-44-1024x576.png 1024w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-44-300x169.png 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-44-768x432.png 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-44-1536x864.png 1536w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-44.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3b7d58 elementor-widget elementor-widget-text-editor\" data-id=\"a3b7d58\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Retreatment de relaves<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa043b3 elementor-widget elementor-widget-text-editor\" data-id=\"aa043b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"thesis-item reveal visible\"><div class=\"apl-card\"><div class=\"apl-body\"><p>Evaluaci\u00f3n de viabilidad y dise\u00f1o de plantas para relaves con leyes residuales. Chile tiene +40 Mt con potencial de recuperaci\u00f3n.<\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2930e45 e-con-full e-flex e-con e-child\" data-id=\"2930e45\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9005b0d elementor-widget elementor-widget-image\" data-id=\"9005b0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-43-1024x576.png\" class=\"attachment-large size-large wp-image-371\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-43-1024x576.png 1024w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-43-300x169.png 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-43-768x432.png 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-43-1536x864.png 1536w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-43.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45f45b1 elementor-widget elementor-widget-text-editor\" data-id=\"45f45b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Botaderos de baja ley<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ecc3eb8 elementor-widget elementor-widget-text-editor\" data-id=\"ecc3eb8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"thesis-item reveal visible\"><div class=\"apl-card\"><div class=\"apl-body\"><p>Biolixiviaci\u00f3n in situ para botaderos con leyes &lt;0.15% Cu, previamente inviables econ\u00f3micamente.<\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6b5cc61 e-con-full e-flex e-con e-child\" data-id=\"6b5cc61\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;animation&quot;:&quot;none&quot;,&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0fdc059 elementor-widget elementor-widget-image\" data-id=\"0fdc059\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-47-1024x576.png\" class=\"attachment-large size-large wp-image-375\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-47-1024x576.png 1024w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-47-300x169.png 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-47-768x432.png 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-47-1536x864.png 1536w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-47.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8fa7429 elementor-widget elementor-widget-text-editor\" data-id=\"8fa7429\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Proyectos greenfield<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-956628b elementor-widget elementor-widget-text-editor\" data-id=\"956628b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"thesis-item reveal visible\"><div class=\"apl-card\"><div class=\"apl-body\"><p>Asesor\u00eda en dise\u00f1o de pilas: sustrato, riego, inoculaci\u00f3n e instrumentaci\u00f3n desde el primer d\u00eda.<\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-10952b3 e-con-full e-flex e-con e-child\" data-id=\"10952b3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2c4793d elementor-widget elementor-widget-image\" data-id=\"2c4793d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-45-1024x576.png\" class=\"attachment-large size-large wp-image-373\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-45-1024x576.png 1024w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-45-300x169.png 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-45-768x432.png 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-45-1536x864.png 1536w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-45.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fea6f54 elementor-widget elementor-widget-text-editor\" data-id=\"fea6f54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Auditor\u00edas<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af87ca1 elementor-widget elementor-widget-text-editor\" data-id=\"af87ca1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"thesis-item reveal visible\"><div class=\"apl-card\"><div class=\"apl-body\"><p>Evaluaci\u00f3n independiente para M&amp;A, informes JORC\/NI 43-101 y valoraci\u00f3n de activos con recursos en sulfuros.<\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-155990a e-con-full e-flex e-con e-child\" data-id=\"155990a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0f2cc5b elementor-widget elementor-widget-image\" data-id=\"0f2cc5b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-48-1024x576.png\" class=\"attachment-large size-large wp-image-376\" alt=\"\" srcset=\"https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-48-1024x576.png 1024w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-48-300x169.png 300w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-48-768x432.png 768w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-48-1536x864.png 1536w, https:\/\/metalgenomic.cl\/wp-content\/uploads\/2026\/07\/Diseno-sin-titulo-48.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dabb965 elementor-widget elementor-widget-text-editor\" data-id=\"dabb965\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Consultor\u00eda estrat\u00e9gica<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6311b34 elementor-widget elementor-widget-text-editor\" data-id=\"6311b34\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"thesis-item reveal visible\"><div class=\"sec reveal visible\"><div class=\"apl-grid\"><div class=\"apl-card\"><div class=\"apl-body\"><p>Portafolio de activos, modelado CAPEX\/OPEX y flujo de caja bajo distintos escenarios de precio del cobre.<\/p><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-d2e5d4d e-con e-atomic-element e-flexbox-base e-6a33d48 \" data-id=\"d2e5d4d\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"d2e5d4d\">\n    <div class=\"elementor-element elementor-element-c0a0b70 e-flex e-con-boxed e-con e-parent\" data-id=\"c0a0b70\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e36d279 elementor-widget elementor-widget-text-editor\" data-id=\"e36d279\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Su operaci\u00f3n tiene m\u00e1s cobre del que est\u00e1 recuperando.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17acdc6 elementor-widget elementor-widget-text-editor\" data-id=\"17acdc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Diagn\u00f3stico t\u00e9cnico gratuito de 2 semanas para identificar el potencial de mejora en la recuperaci\u00f3n de Cu.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8115813 elementor-align-center elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"8115813\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/metalgenomic.cl\/?page_id=413\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-hand-point-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M105.6 83.2v86.177a115.52 115.52 0 0 0-22.4-2.176c-47.914 0-83.2 35.072-83.2 92 0 45.314 48.537 57.002 78.784 75.707 12.413 7.735 23.317 16.994 33.253 25.851l.146.131.148.129C129.807 376.338 136 384.236 136 391.2v2.679c-4.952 5.747-8 13.536-8 22.12v64c0 17.673 12.894 32 28.8 32h230.4c15.906 0 28.8-14.327 28.8-32v-64c0-8.584-3.048-16.373-8-22.12V391.2c0-28.688 40-67.137 40-127.2v-21.299c0-62.542-38.658-98.8-91.145-99.94-17.813-12.482-40.785-18.491-62.791-15.985A93.148 93.148 0 0 0 272 118.847V83.2C272 37.765 234.416 0 188.8 0c-45.099 0-83.2 38.101-83.2 83.2zm118.4 0v91.026c14.669-12.837 42.825-14.415 61.05 4.95 19.646-11.227 45.624-1.687 53.625 12.925 39.128-6.524 61.325 10.076 61.325 50.6V264c0 45.491-35.913 77.21-39.676 120H183.571c-2.964-25.239-21.222-42.966-39.596-59.075-12.65-11.275-25.3-21.725-39.875-30.799C80.712 279.645 48 267.994 48 259.2c0-23.375 8.8-44 35.2-44 35.2 0 53.075 26.4 70.4 26.4V83.2c0-18.425 16.5-35.2 35.2-35.2 18.975 0 35.2 16.225 35.2 35.2zM352 424c13.255 0 24 10.745 24 24s-10.745 24-24 24-24-10.745-24-24 10.745-24 24-24z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Cotiza Aqu\u00ed<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-cab9a00 e-con e-atomic-element e-flexbox-base e-023e4e0 \" data-id=\"cab9a00\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"cab9a00\">\n    <div class=\"elementor-element elementor-element-09bef33 e-grid e-con-boxed e-con e-parent\" data-id=\"09bef33\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-764f9ff e-con-full e-flex e-con e-child\" data-id=\"764f9ff\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-da9a416 elementor-widget elementor-widget-text-editor\" data-id=\"da9a416\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"contact__title\">Contacto<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1cbe24b elementor-widget elementor-widget-text-editor\" data-id=\"1cbe24b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"contact__title\">Si est\u00e1s operando una pila de lixiviaci\u00f3n y no est\u00e1s satisfecho con la recuperaci\u00f3n, hay algo que podemos hacer.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-641e252 elementor-widget elementor-widget-text-editor\" data-id=\"641e252\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"thesis-item reveal visible\"><div class=\"thesis-item reveal visible\"><div class=\"thesis-item reveal visible\"><div class=\"thesis-item reveal visible\"><section id=\"tesis-op\" class=\"theses\"><div class=\"thesis-list\"><div class=\"thesis-item reveal visible\"><div><p>Las empresas con 5,000 a 50,000 toneladas m\u00e9tricas anuales no tienen los equipos de datos ni los presupuestos de I+D de Codelco o BHP. Metalgenomic est\u00e1 dise\u00f1ado para operar en esa escala: sin sobredimensionamiento, sin contratos de tres a\u00f1os, sin consultor\u00edas interminables.<\/p><\/div><\/div><\/div><\/section><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e3edcc3 e-con-full e-flex e-con e-child\" data-id=\"e3edcc3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-def9b83 elementor-button-align-stretch elementor-widget elementor-widget-form\" data-id=\"def9b83\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Next&quot;,&quot;step_previous_label&quot;:&quot;Previous&quot;,&quot;button_width&quot;:&quot;100&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" name=\"New Form\" aria-label=\"New Form\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"7\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"def9b83\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"METAL GENOMIC\" \/>\n\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-above\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-name\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tNombre\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Tu nombre completo\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_9e8c995 elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_9e8c995\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tEmpresa\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_9e8c995]\" id=\"form-field-field_9e8c995\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Corporaci\u00f3n o proyecto\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-email elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-email\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tEmail\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[email]\" id=\"form-field-email\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Email\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-textarea elementor-field-group elementor-column elementor-field-group-message elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-message\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tMensaje\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t<textarea class=\"elementor-field-textual elementor-field  elementor-size-sm\" name=\"form_fields[message]\" id=\"form-field-message\" rows=\"4\" placeholder=\"Cu\u00e9ntanos el desaf\u00edo espec\u00edfico\"><\/textarea>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-group elementor-column elementor-field-type-submit elementor-col-100 e-form__buttons\">\n\t\t\t\t\t<button class=\"elementor-button elementor-size-sm\" type=\"submit\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Enviar<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/form>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-426438c e-con e-atomic-element e-flexbox-base e-0a7743e \" data-id=\"426438c\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"426438c\">\n    <div class=\"elementor-element elementor-element-a48326f e-flex e-con-boxed e-con e-parent\" data-id=\"a48326f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fae0fb2 elementor-widget elementor-widget-text-editor\" data-id=\"fae0fb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"contact__title\">METAL GENOMIC<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e83d34d elementor-widget elementor-widget-text-editor\" data-id=\"e83d34d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"contact__title\">Biominer\u00eda potenciada por inteligencia artificial.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17192cc elementor-widget elementor-widget-text-editor\" data-id=\"17192cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"contact__title\">\u00a9 2025 Metalgenomic SpA \u00b7 Todos los derechos reservados<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-88daebd e-con e-atomic-element e-flexbox-base e-7d69b5a \" data-id=\"88daebd\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"88daebd\">\n    <div class=\"elementor-element elementor-element-124b3a3 e-flex e-con-boxed e-con e-parent\" data-id=\"124b3a3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>METAL GENOMIC\u00a0 Biominer\u00eda potenciada por inteligencia artificial. La evoluci\u00f3n de la miner\u00eda. Optimizamos los consorcios microbianos mediante metagen\u00f3mica avanzada y modelos predictivos de IA para maximizar la recuperaci\u00f3n de cobre en sulfuros primarios y marginales. 0.51%Ley media cobre chileno 2023\u00a060%Reservas en sulfuros primarios sin bioaceleraci\u00f3n.+22M tD\u00e9ficit cobre refinado proyectado al 2035. \u25cfAcidithiobacillus ferrooxidans \u25cfMetagen\u00f3mica de [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"_angie_page":false,"footnotes":""},"class_list":["post-7","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Inicio - METAL GENOMIC<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/metalgenomic.cl\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Inicio - METAL GENOMIC\" \/>\n<meta property=\"og:description\" content=\"METAL GENOMIC\u00a0 Biominer\u00eda potenciada por inteligencia artificial. La evoluci\u00f3n de la miner\u00eda. 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