{"id":5709,"date":"2026-05-13T13:17:16","date_gmt":"2026-05-13T18:17:16","guid":{"rendered":"https:\/\/strata-analytics.us\/?post_type=customer-story&#038;p=5709"},"modified":"2026-05-14T09:28:22","modified_gmt":"2026-05-14T14:28:22","slug":"innovative-data-driven-supplier-selection-process","status":"publish","type":"customer-story","link":"https:\/\/strata-analytics.us\/es\/customer-story\/innovative-data-driven-supplier-selection-process\/","title":{"rendered":"Proceso innovador de selecci\u00f3n de proveedores basado en datos"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>Situaci\u00f3n\/Escenario previo:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El proceso de selecci\u00f3n de proveedores de repuestos tiene normas, pero no se cumplen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El criterio subjetivo del inspector influy\u00f3 en la decisi\u00f3n final, sin que \u00e9l tuviera control alguno sobre qu\u00e9 proveedores fueron seleccionados.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Licitaciones adjudicadas a proveedores costosos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Desaf\u00edos del cliente:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Identificar las ofertas adjudicadas incorrectamente.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cuantifique cu\u00e1nto mejorar\u00eda el proceso si se aplicaran reglas m\u00e1s claras.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Evaluar a los proveedores en funci\u00f3n de su desempe\u00f1o anterior para decidir los nuevos contratos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Soluci\u00f3n Strata \/ Factores clave:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El an\u00e1lisis exploratorio de datos (EDA) explora el comportamiento de los inspectores y proveedores, comparando a los proveedores adjudicados y no adjudicados para cada reclamaci\u00f3n, considerando objetivos relevantes como el coste, la calidad y la entrega de piezas de repuesto.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Resultado:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Desarrollamos una herramienta que permite seleccionar al mejor proveedor bas\u00e1ndose en datos y an\u00e1lisis.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ahorro de 4% logrado en el costo de los proveedores.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El indicador de calidad del proveedor se cre\u00f3 en funci\u00f3n de su desempe\u00f1o anterior para realizar un seguimiento del rendimiento.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Resultados:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Se identific\u00f3 que casi 301.000 inspectores eligieron un proveedor m\u00e1s caro. Se propuso una serie de reglas basadas en datos que, de aplicarse, reducir\u00edan este margen de error. Esto se traducir\u00eda en ahorros significativos para toda la empresa.<\/p>","protected":false},"excerpt":{"rendered":"<p>Prior Situation \/ Scenario: Selection process for spare parts suppliers has rules, but lack adherence. Subjective inspector&#8217;s judgment influenced final decision with no control which suppliers were chosen. Bids granted to expensive providers. Client Challenges: Identify badly awarded bids. Quantify how much the process would improve if clearer rules are applied. Evaluate suppliers on past [&hellip;]<\/p>\n","protected":false},"featured_media":5712,"parent":0,"template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"footnotes":""},"categories":[1373],"class_list":["post-5709","customer-story","type-customer-story","status-publish","has-post-thumbnail","hentry","category-fintech"],"acf":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/strata-analytics.us\/es\/wp-json\/wp\/v2\/customer-story\/5709","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/strata-analytics.us\/es\/wp-json\/wp\/v2\/customer-story"}],"about":[{"href":"https:\/\/strata-analytics.us\/es\/wp-json\/wp\/v2\/types\/customer-story"}],"version-history":[{"count":7,"href":"https:\/\/strata-analytics.us\/es\/wp-json\/wp\/v2\/customer-story\/5709\/revisions"}],"predecessor-version":[{"id":5721,"href":"https:\/\/strata-analytics.us\/es\/wp-json\/wp\/v2\/customer-story\/5709\/revisions\/5721"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/strata-analytics.us\/es\/wp-json\/wp\/v2\/media\/5712"}],"wp:attachment":[{"href":"https:\/\/strata-analytics.us\/es\/wp-json\/wp\/v2\/media?parent=5709"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/strata-analytics.us\/es\/wp-json\/wp\/v2\/categories?post=5709"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}