{"id":24022,"date":"2026-04-20T20:15:21","date_gmt":"2026-04-20T11:15:21","guid":{"rendered":"https:\/\/air-beans.com\/?page_id=24022"},"modified":"2026-10-01T14:25:48","modified_gmt":"2026-10-01T05:25:48","slug":"engineering-development","status":"publish","type":"page","link":"https:\/\/air-beans.com\/en\/engineering-development","title":{"rendered":"Design &amp; Development"},"content":{"rendered":"\n<div class=\"wp-block-columns alignfull has-contrast-background-color has-background is-layout-flex wp-container-core-columns-is-layout-17e56b6f wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-base-2-color has-text-color has-link-color wp-elements-1\">As of the end of September 2026, we have suspended our business operations.<br>We sincerely thank you for your continued support and patronage.<\/h2>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" autoplay loop muted src=\"https:\/\/air-beans.com\/wp-content\/uploads\/2026\/04\/\u30de\u30b8\u30c3\u30af\u30e0\u30fc\u30d3\u30fc.mov\" playsinline><\/video><\/figure>\n\n\n\n<div class=\"wp-block-columns alignfull has-base-2-color has-contrast-background-color has-text-color has-background has-link-color wp-elements-2 is-layout-flex wp-container-core-columns-is-layout-3a88641f wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<h2 class=\"wp-block-heading has-text-align-center has-base-2-color has-text-color has-link-color wp-elements-3\">Design can be faster.<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">The delay is not about capability.<br>It\u2019s a structural problem.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u30fbDesign depends on individuals<br>\u30fbToo much trial and error<br>\u30fbToo much repetition<\/p>\n\n\n\n<hr class=\"wp-block-separator aligncenter has-text-color has-base-2-color has-alpha-channel-opacity has-base-2-background-color has-background\" style=\"margin-top:var(--wp--preset--spacing--30);margin-bottom:var(--wp--preset--spacing--30)\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-base-2-color has-text-color has-link-color wp-elements-4\">Repetition can be eliminated.<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-contrast-color has-base-2-background-color has-text-color has-background has-link-color wp-elements-5\"><strong>Experience<\/strong><br>\u2193<br><strong> Reproducibility<\/strong><br>\u2193<br><strong>Automation<\/strong><\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Only in this sequence<br>can design evolve.<\/p>\n\n\n\n<hr class=\"wp-block-separator aligncenter has-text-color has-base-2-color has-alpha-channel-opacity has-base-2-background-color has-background\" style=\"margin-top:var(--wp--preset--spacing--30);margin-bottom:var(--wp--preset--spacing--30)\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-base-2-color has-text-color has-link-color wp-elements-6\">Break it down.<\/h2>\n\n\n\n<hr class=\"wp-block-separator aligncenter has-text-color has-base-2-color has-alpha-channel-opacity has-base-2-background-color has-background\" style=\"margin-top:var(--wp--preset--spacing--30);margin-bottom:var(--wp--preset--spacing--30)\"\/>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" width=\"455\" height=\"341\" src=\"https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-2026%E5%B9%B44%E6%9C%8820%E6%97%A5-19_59_06-edited.png?resize=455%2C341&#038;ssl=1\" alt=\"\" class=\"wp-image-24011\" style=\"width:200px;height:auto\" srcset=\"https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-2026%E5%B9%B44%E6%9C%8820%E6%97%A5-19_59_06-edited.png?w=455&amp;ssl=1 455w, https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-2026%E5%B9%B44%E6%9C%8820%E6%97%A5-19_59_06-edited.png?resize=300%2C225&amp;ssl=1 300w\" sizes=\"(max-width: 455px) 100vw, 455px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-base-2-color has-text-color has-link-color wp-elements-7\">\u2460 Translate experience<\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Turn tacit knowledge into explicit knowledge<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Structure the judgment of experts<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"462\" height=\"346\" src=\"https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-2026%E5%B9%B44%E6%9C%8820%E6%97%A5-19_59_06-edited-1.png?resize=462%2C346&#038;ssl=1\" alt=\"\" class=\"wp-image-24012\" style=\"width:200px;height:auto\" srcset=\"https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-2026%E5%B9%B44%E6%9C%8820%E6%97%A5-19_59_06-edited-1.png?w=462&amp;ssl=1 462w, https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-2026%E5%B9%B44%E6%9C%8820%E6%97%A5-19_59_06-edited-1.png?resize=300%2C225&amp;ssl=1 300w\" sizes=\"(max-width: 462px) 100vw, 462px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-base-2-color has-text-color has-link-color wp-elements-8\">\u2461 Build reproducibility<\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Achieve the same results, regardless of who does it<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Define conditions, rules, and decision criteria<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"455\" height=\"341\" src=\"https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-2026%E5%B9%B44%E6%9C%8820%E6%97%A5-19_59_06-edited-2.png?resize=455%2C341&#038;ssl=1\" alt=\"\" class=\"wp-image-24013\" style=\"width:200px;height:auto\" srcset=\"https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-2026%E5%B9%B44%E6%9C%8820%E6%97%A5-19_59_06-edited-2.png?w=455&amp;ssl=1 455w, https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-2026%E5%B9%B44%E6%9C%8820%E6%97%A5-19_59_06-edited-2.png?resize=300%2C225&amp;ssl=1 300w\" sizes=\"(max-width: 455px) 100vw, 455px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-base-2-color has-text-color has-link-color wp-elements-9\">\u2462 Automate<\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Let AI handle repetition<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Let people focus on decision-making<\/p>\n\n\n\n<hr class=\"wp-block-separator aligncenter has-text-color has-base-2-color has-alpha-channel-opacity has-base-2-background-color has-background\" style=\"margin-top:var(--wp--preset--spacing--30);margin-bottom:var(--wp--preset--spacing--30)\"\/>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-base-2-color has-text-color has-link-color wp-elements-10\">The role of AI<\/h2>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-base-2-background-color has-background has-body-font-family\"><strong>Human experience<br>\uff0b<br>AI<br>\u2193<br>Evolve design<\/strong><\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<hr class=\"wp-block-separator aligncenter has-text-color has-base-2-color has-alpha-channel-opacity has-base-2-background-color has-background\" style=\"margin-top:var(--wp--preset--spacing--30);margin-bottom:var(--wp--preset--spacing--30)\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-base-2-color has-text-color has-link-color wp-elements-11\">AI alone cannot design<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u30fbExperience alone cannot scale<br>\u30fbWithout reproducibility, automation is impossible<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-contrast-color has-base-2-background-color has-text-color has-background has-link-color wp-elements-12\"><strong>Design is determined by structure.<br>Design only creates value when it is reproducible.<\/strong><\/h3>\n\n\n\n<hr class=\"wp-block-separator aligncenter has-text-color has-base-2-color has-alpha-channel-opacity has-base-2-background-color has-background\" style=\"margin-top:var(--wp--preset--spacing--30);margin-bottom:var(--wp--preset--spacing--30)\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-base-2-color has-text-color has-link-color wp-elements-13\">Design can be freed from dependency on individuals.<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">AirBeans<br>transforms the structure of design.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-3a88641f wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-0aa01211 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link has-base-2-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/air-beans.com\/en\/contact-1\">Contact<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-3a88641f wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\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=\"AICOSTA (AI that visualizes cost structures and drives improvement)\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/vVHv_dEZ9jM?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<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\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=\"AIQUO (AI that visualizes quality and drives improvement)\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/vlx9HIjH3Bc?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<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>As of the end of September 2026, we have suspended our business operations.We sincerely thank you for your continued support and patronage. Design can be faster. The delay is not about capability.It\u2019s a structural problem. \u30fbDesign depends on individuals\u30fbToo much trial and error\u30fbToo much repetition Repetition can be eliminated. Experience\u2193 Reproducibility\u2193Automation Only in this sequencecan [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_locale":"en_US","_original_post":"https:\/\/air-beans.com\/?page_id=24008","footnotes":"","_members_access_role":[],"_members_access_error":""},"class_list":["post-24022","page","type-page","status-publish","hentry","en-US"],"jetpack-related-posts":[{"id":312,"url":"https:\/\/air-beans.com\/en\/privacy-policy","url_meta":{"origin":24022,"position":0},"title":"Privacy policy","author":"air-beans","date":"2024\u5e746\u67082\u65e5","format":false,"excerpt":"As of the end of September 2026, we have suspended our business operations.We sincerely thank you for your continued support and patronage. About Us Our website address is https:\/\/air-beans.com. Comments When visitors leave comments on this site, we collect the data shown in the comments form, and also the visitor's\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":19827,"url":"https:\/\/air-beans.com\/en\/contact-1","url_meta":{"origin":24022,"position":1},"title":"Contact *","author":"air-beans","date":"2024\u5e7411\u67088\u65e5","format":false,"excerpt":"* We are very sorry, but we are currently suspending the acceptance of new consulting and inquiries.We apologize for any inconvenience caused.","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2024\/05\/contact_Image-1024x586.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2024\/05\/contact_Image-1024x586.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2024\/05\/contact_Image-1024x586.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2024\/05\/contact_Image-1024x586.png?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":321,"url":"https:\/\/air-beans.com\/en\/location","url_meta":{"origin":24022,"position":2},"title":"Location","author":"air-beans","date":"2024\u5e746\u67082\u65e5","format":false,"excerpt":"As of the end of September 2026, we have suspended our business operations.We sincerely thank you for your continued support and patronage. \uff1cHead Office\uff1e Address 3nd Horiuchi Building 9F4-6-23 Meieki, Nakamura-ku, Nagoya, Aichi, Japan 450-0002 Access By train 2 minutes walk from Nagoya Station 5 minutes walk from Kokusai Center\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/image.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/image.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/image.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/image.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/image.png?resize=1050%2C600&ssl=1 3x"},"classes":[]},{"id":23861,"url":"https:\/\/air-beans.com\/en\/about-us","url_meta":{"origin":24022,"position":3},"title":"About us","author":"air-beans","date":"2026\u5e744\u670816\u65e5","format":false,"excerpt":"As of the end of September 2026, we have suspended our business operations.We sincerely thank you for your continued support and patronage. \u25a0 About AirBeans Specializing in the automotive and manufacturing industries,AirBeans delivers execution-focused consulting by combininghuman expertise with the power of AI, transforming organizations,processes, and decision-making at the core.\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":24039,"url":"https:\/\/air-beans.com\/en\/procurement-scm","url_meta":{"origin":24022,"position":4},"title":"Procurement &amp; SCM","author":"air-beans","date":"2026\u5e744\u670822\u65e5","format":false,"excerpt":"As of the end of September 2026, we have suspended our business operations.We sincerely thank you for your continued support and patronage. Procurement is not decided by negotiation. It is determined by structure. Prices can be reduced.But that alone does not sustain competitiveness. \u30fbOverreliance on price negotiation\u30fbFixed supplier structures\u30fbUnstable supply-demand\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-2026%E5%B9%B44%E6%9C%8822%E6%97%A5-05_52_15-edited.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":24066,"url":"https:\/\/air-beans.com\/en\/sales-service","url_meta":{"origin":24022,"position":5},"title":"Sales &amp; Service","author":"air-beans","date":"2026\u5e744\u670822\u65e5","format":false,"excerpt":"As of the end of September 2026, we have suspended our business operations.We sincerely thank you for your continued support and patronage. It doesn\u2019t end with a sale. That\u2019s where value begins. Revenue is generated.But it does not sustain. \u30fbTransactions end at the point of sale\u30fbCustomers are not connected\u30fbData is\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/air-beans.com\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-2026%E5%B9%B44%E6%9C%8822%E6%97%A5-05_52_36-edited.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]}],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/air-beans.com\/wp-json\/wp\/v2\/pages\/24022","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/air-beans.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/air-beans.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/air-beans.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/air-beans.com\/wp-json\/wp\/v2\/comments?post=24022"}],"version-history":[{"count":7,"href":"https:\/\/air-beans.com\/wp-json\/wp\/v2\/pages\/24022\/revisions"}],"predecessor-version":[{"id":24602,"href":"https:\/\/air-beans.com\/wp-json\/wp\/v2\/pages\/24022\/revisions\/24602"}],"wp:attachment":[{"href":"https:\/\/air-beans.com\/wp-json\/wp\/v2\/media?parent=24022"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}