{"id":10447,"date":"2024-03-18T13:39:00","date_gmt":"2024-03-18T13:39:00","guid":{"rendered":"https:\/\/otimo.pro\/?p=10447"},"modified":"2024-10-02T14:52:00","modified_gmt":"2024-10-02T14:52:00","slug":"algorytmy-optymalizacyjne-czyli-sztuczna-inteligencja-w-logistyce-e-commerce","status":"publish","type":"post","link":"https:\/\/otimo.pro\/en\/algorytmy-optymalizacyjne-czyli-sztuczna-inteligencja-w-logistyce-e-commerce\/","title":{"rendered":"Optimization algorithms, i.e. artificial intelligence in e-commerce logistics"},"content":{"rendered":"<p><strong>E-commerce is steadily growing, which makes it more and more competitive. After all, many entities want to get a piece of the Internet cake for themselves. However, efforts placed on service, products and the attractiveness of the website may not be enough. Today, technological solutions are needed that will meet the growing expectations of customers. Artificial intelligence plays a key role here. Advanced optimization algorithms are able to improve the shopping experience at every stage of the order process.<\/strong><\/p>\n\n\n\n<p>Na \u0142amach portalu Polskiego Instytutu Transportu Drogowego, ukaza\u0142 si\u0119 w\u0142asnie artyku\u0142 pt. &#8220;<a href=\"https:\/\/pitd.org.pl\/news\/algorytmy-optymalizacyjne-czyli-sztuczna-inteligencja-w-logistyce-e-commerce\/\">OPTIMIZATION ALGORITHMS, OR ARTIFICIAL INTELLIGENCE IN E-COMMERCE LOGISTICS<\/a>&#8220;. Zach\u0119camy do jego lektury, gdy\u017c po pierwsze jest to temat nam bardzo bliski, a po drugie teskt powsta\u0142 na podstawie raportu&nbsp;\u201cLogistyka E-commerce. Gdzie jeste\u015bmy, a gdzie chcemy by\u0107?\u201d, kt\u00f3rego byli\u015bmy partnerem i w kt\u00f3rego powstanie mieli\u015bmy sw\u00f3j wk\u0142ad. Je\u015bli zainteresuje Ci\u0119 artyku\u0142, na pewno ch\u0119tnie si\u0119gniesz po raport.<\/p>\n\n\n\n<p><strong>What is the article about? <\/strong><\/p>\n\n\n\n<p>Here you can get a glimplse of it by checking out its table of contents: <\/p>\n\n\n\n<p><em>1 Customers \u2013 what expectations do they have regarding delivery?<br>1.1 It's supposed to be fast!<br>1.2 Ma by\u0107 eko!<br>2 How to meet the growing market demands?<br>3 The solution is AI!<br>4 Optimization algorithms in logistics<br>4.1 Order Picking<br>4.2 Vehicle Routing Problem<br>4.3 Last mile<br>5 Will AI make me successful in e-commerce?<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/otimo.pro\/wp-content\/uploads\/2024\/09\/pitd-1-1024x576.webp\" alt=\"\" class=\"wp-image-10448\" srcset=\"https:\/\/otimo.pro\/wp-content\/uploads\/2024\/09\/pitd-1-1024x576.webp 1024w, https:\/\/otimo.pro\/wp-content\/uploads\/2024\/09\/pitd-1-300x169.webp 300w, https:\/\/otimo.pro\/wp-content\/uploads\/2024\/09\/pitd-1-768x432.webp 768w, https:\/\/otimo.pro\/wp-content\/uploads\/2024\/09\/pitd-1-18x10.webp 18w, https:\/\/otimo.pro\/wp-content\/uploads\/2024\/09\/pitd-1-1200x675.webp 1200w, https:\/\/otimo.pro\/wp-content\/uploads\/2024\/09\/pitd-1.webp 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>###<\/p>\n\n\n\n<p>The premier of the report<strong> <\/strong>\u201cE-commerce logistics. Where are we and where do we want to be?\u201d took place on March 7, 2024, and was accompanied by an online debate in which industry experts and the authors of the report took part, discussing individual elements of e-commerce logistics: <a href=\"https:\/\/www.linkedin.com\/in\/ACoAACj9AmkBIF3mvGzJxycomHtmGeZIFn_WcZc\">Anna Majowicz<\/a> (<a href=\"https:\/\/www.linkedin.com\/company\/polski-instytut-transportu-drogowego\/\">the Polish Institute of Road Transport<\/a>), <a href=\"https:\/\/www.linkedin.com\/in\/ACoAADBjf2cBsp8YtkNDka0Svif9bsyreR1XZ6E\">Marta Cudzi\u0142o<\/a> (<a href=\"https:\/\/www.linkedin.com\/company\/lukasiewiczpit\/\">\u0141ukasiewicz \u2013 Pozna\u0144ski Instytut Technologiczny<\/a>), <a href=\"https:\/\/www.linkedin.com\/in\/ACoAAABTOpQBXYmVYazg3pPJ2Yax4hAhuXqLLH8\">Mirek Gral<\/a> (<a href=\"https:\/\/www.linkedin.com\/company\/last-mile-experts\/\">Last Mile Experts <\/a>), <a href=\"https:\/\/www.linkedin.com\/in\/ACoAAAAlbfoBZgaSkKHRo3GBsDiyPD-g174yfNE\">Jacek Powalka<\/a> (<a href=\"https:\/\/www.linkedin.com\/company\/last-mile-experts\/\">Last Mile Experts <\/a>), <a href=\"https:\/\/www.linkedin.com\/in\/ACoAABcLIkABSaf2PH3UiB8fAwhJgpUfRolErzs\">Adam Sasim<\/a> (<a href=\"https:\/\/www.linkedin.com\/company\/modivo\/\">MODIVO<\/a>), <a href=\"https:\/\/www.linkedin.com\/in\/ACoAAA7pDREBR-_dxF0VG_oAyvfAVp6KYJcBNy4\">Rafa\u0142 Moryto<\/a> (<a href=\"https:\/\/www.linkedin.com\/company\/happypack-pl-s-a\/\">Happy Pack S.A.<\/a>), <a href=\"https:\/\/www.linkedin.com\/in\/ACoAAAkaxJ4B1mPw4wVHa9jQxQR9a7S5IHdFdCg\">Micha\u0142 W\u00f3jcik<\/a> (<a href=\"https:\/\/www.linkedin.com\/company\/alsendo\/\">Alsendo<\/a>). Otimo was represented at the debate by <a href=\"mailto:krzysztof.chaladyn@otimo.pro\">Krzysztof Cha\u0142adyn<\/a>, who played a double role that day - being also a representative of another report partner: <a href=\"https:\/\/www.linkedin.com\/company\/lodzistics\/\">LODZistics - Logistics Business Network of Central Poland.<\/a>.&nbsp;<\/p>\n\n\n\n<p>The debate was very substantive, engaging and enjoyed great interest from the audience. You can see it in its entirety below or read more about it in <a href=\"https:\/\/pitd.org.pl\/news\/zrownowazony-e-commerce-polska-w-czolowce\/\">an extensive summary<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"E-commerce logistics. Where are we and where do we want to be?\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/HI-dn9eTSps?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>The report itself is available for free download <strong><a href=\"https:\/\/pitd.org.pl\/logistyka-e-commerce-pobierz-darmowy-raport\/\">HERE<\/a><\/strong>. We strongly encourage you to read it - it's worth it! And for all those still unconvinced, here's a sneak peek:<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\"><\/figure>\n<\/div><\/div>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>E-commerce is steadily growing, which makes it more and more competitive. After all, many entities want to get a piece of the Internet cake for themselves. However, efforts placed on service, products and the attractiveness of the website may not be enough. Today, technological solutions are needed that will meet the growing expectations of customers. Artificial intelligence plays a key role here. Advanced optimization algorithms are able to improve the shopping experience at every stage of the order process.<\/p>","protected":false},"author":2,"featured_media":10448,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[578,576,581,579,577,580],"tags":[585,584,588,582,583,586,587],"class_list":["post-10447","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-e-commerce","category-last-mile","category-ooh","category-optymalizacja","category-ostatnia-mila","category-pudo","tag-e-commerce","tag-last-mile","tag-ooh","tag-optymalizacja","tag-ostatnia-mila","tag-otimo","tag-pudo"],"_links":{"self":[{"href":"https:\/\/otimo.pro\/en\/wp-json\/wp\/v2\/posts\/10447","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/otimo.pro\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/otimo.pro\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/otimo.pro\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/otimo.pro\/en\/wp-json\/wp\/v2\/comments?post=10447"}],"version-history":[{"count":2,"href":"https:\/\/otimo.pro\/en\/wp-json\/wp\/v2\/posts\/10447\/revisions"}],"predecessor-version":[{"id":10509,"href":"https:\/\/otimo.pro\/en\/wp-json\/wp\/v2\/posts\/10447\/revisions\/10509"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/otimo.pro\/en\/wp-json\/wp\/v2\/media\/10448"}],"wp:attachment":[{"href":"https:\/\/otimo.pro\/en\/wp-json\/wp\/v2\/media?parent=10447"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/otimo.pro\/en\/wp-json\/wp\/v2\/categories?post=10447"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/otimo.pro\/en\/wp-json\/wp\/v2\/tags?post=10447"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}