{"id":1291,"date":"2026-06-25T15:31:24","date_gmt":"2026-06-25T18:31:24","guid":{"rendered":"https:\/\/nonlinear.com.ar\/como-la-optimizacion-de-rutas-redujo-un-18-los-costos-logisticos-en-una-empresa-de-oil-gas\/"},"modified":"2026-06-25T15:31:24","modified_gmt":"2026-06-25T18:31:24","slug":"como-la-optimizacion-de-rutas-redujo-un-18-los-costos-logisticos-en-una-empresa-de-oil-gas","status":"publish","type":"post","link":"https:\/\/nonlinear.com.ar\/en\/como-la-optimizacion-de-rutas-redujo-un-18-los-costos-logisticos-en-una-empresa-de-oil-gas\/","title":{"rendered":"C\u00f3mo la optimizaci\u00f3n de rutas redujo un 18% los costos log\u00edsticos en una empresa de Oil &#038; Gas"},"content":{"rendered":"<p class=\"wp-block-paragraph\">En el sector de Oil &amp; Gas, donde cada kil\u00f3metro recorrido tiene un costo directo sobre el margen operativo, la optimizaci\u00f3n log\u00edstica dej\u00f3 de ser una ventaja competitiva para convertirse en una necesidad estrat\u00e9gica.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Este caso analiza c\u00f3mo una empresa de servicios en el upstream del sector energ\u00e9tico logr\u00f3 reducir un <strong>18% sus costos de transporte<\/strong> en menos de 90 d\u00edas, sin cambiar su flota ni su estructura de personal.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">El problema: rutas dise\u00f1adas por costumbre, no por datos<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">La empresa operaba con rutas hist\u00f3ricas definidas manualmente por sus despachantes. Cada ma\u00f1ana, las asignaciones se hac\u00edan en base a criterios emp\u00edricos: qui\u00e9n conoce la zona, qu\u00e9 cami\u00f3n est\u00e1 disponible, cu\u00e1l es el cliente m\u00e1s exigente.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El resultado: veh\u00edculos con capacidad subutilizada, tiempos de espera elevados en boca de pozo y una variabilidad en el tiempo de entrega que generaba fricci\u00f3n constante con los clientes.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">La soluci\u00f3n: un modelo de optimizaci\u00f3n de rutas con restricciones reales<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Implementamos un modelo de programaci\u00f3n matem\u00e1tica que incorpor\u00f3 las restricciones operativas reales del negocio:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ventanas de tiempo por cliente y por boca de pozo<\/li>\n<li>Capacidad y tipo de veh\u00edculo requerido por producto<\/li>\n<li>Tiempos de carga y descarga variables seg\u00fan punto de entrega<\/li>\n<li>Restricciones regulatorias de conducci\u00f3n y descanso<\/li>\n<li>Condiciones de acceso por tipo de camino (pavimentado, ripio, huella)<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">El modelo no reemplaz\u00f3 al despachante, sino que le entreg\u00f3 un plan diario optimizado que pod\u00eda ajustar con criterio humano ante imprevistos.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Los resultados a 90 d\u00edas<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u201318% en costos de combustible y desgaste<\/strong> por reducci\u00f3n de kil\u00f3metros recorridos<\/li>\n<li><strong>\u201323% en tiempo promedio de ciclo<\/strong> por mejor secuenciaci\u00f3n de entregas<\/li>\n<li><strong>+12% en utilizaci\u00f3n de flota<\/strong> sin incorporar unidades adicionales<\/li>\n<li>Reducci\u00f3n del 40% en reclamos por demoras<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusi\u00f3n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">La mayor\u00eda de las empresas de log\u00edstica y distribuci\u00f3n tienen datos suficientes para optimizar. Lo que falta, en general, no es informaci\u00f3n sino el modelo que la traduzca en decisiones operativas concretas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Si tu operaci\u00f3n log\u00edstica tiene m\u00e1s de 5 veh\u00edculos y m\u00e1s de 20 puntos de entrega diarios, es probable que haya eficiencia capturables sin inversi\u00f3n en infraestructura.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u00bfQuer\u00e9s saber si tu operaci\u00f3n tiene margen para optimizar? <a href=\"https:\/\/nonlinear.com.ar\/en\/contacto\/\">Escribinos<\/a>.<\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>Un caso real de c\u00f3mo un modelo de optimizaci\u00f3n de rutas redujo un 18% los costos log\u00edsticos en una empresa de Oil &#038; Gas en menos de 90 d\u00edas.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_joinchat":[],"footnotes":""},"categories":[],"tags":[],"class_list":["post-1291","post","type-post","status-publish","format-standard","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>C\u00f3mo la optimizaci\u00f3n de rutas redujo un 18% los costos log\u00edsticos en una empresa de Oil &amp; Gas - nonlinear<\/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:\/\/nonlinear.com.ar\/en\/como-la-optimizacion-de-rutas-redujo-un-18-los-costos-logisticos-en-una-empresa-de-oil-gas\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"C\u00f3mo la optimizaci\u00f3n de rutas redujo un 18% los costos log\u00edsticos en una empresa de Oil &amp; Gas - nonlinear\" \/>\n<meta property=\"og:description\" content=\"Un caso real de c\u00f3mo un modelo de optimizaci\u00f3n de rutas redujo un 18% los costos log\u00edsticos en una empresa de Oil &amp; Gas en menos de 90 d\u00edas.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/nonlinear.com.ar\/en\/como-la-optimizacion-de-rutas-redujo-un-18-los-costos-logisticos-en-una-empresa-de-oil-gas\/\" \/>\n<meta property=\"og:site_name\" content=\"nonlinear\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-25T18:31:24+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/nonlinear.com.ar\\\/en\\\/como-la-optimizacion-de-rutas-redujo-un-18-los-costos-logisticos-en-una-empresa-de-oil-gas\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/nonlinear.com.ar\\\/en\\\/como-la-optimizacion-de-rutas-redujo-un-18-los-costos-logisticos-en-una-empresa-de-oil-gas\\\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\\\/\\\/nonlinear.com.ar\\\/en\\\/#\\\/schema\\\/person\\\/676244b905f68f1bcb44fb0d151f45f9\"},\"headline\":\"C\u00f3mo la optimizaci\u00f3n de rutas redujo un 18% los costos log\u00edsticos en una empresa de Oil &#038; 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