{"id":17020,"date":"2024-07-09T17:04:43","date_gmt":"2024-07-09T10:04:43","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=knowledge&#038;p=17020"},"modified":"2024-07-15T10:56:13","modified_gmt":"2024-07-15T03:56:13","slug":"logistics-4-0-revolutionize-supply-chain-management-with-ai","status":"publish","type":"knowledge","link":"https:\/\/bap-software.net\/kr\/knowledge\/logistics-4-0-revolutionize-supply-chain-management-with-ai\/","title":{"rendered":"\ubb3c\ub958 4.0: \uc778\uacf5\uc9c0\ub2a5\uc73c\ub85c \uacf5\uae09\ub9dd \uad00\ub9ac \ud601\uc2e0"},"content":{"rendered":"<p><a href=\"https:\/\/bap-software.net\/kr\/knowledge\/logistics-4-0-revolutionize-supply-chain-management-with-ai\/\">\ubb3c\ub958 4.0<\/a>\ub294 \uc6b0\ub9ac\uac00 \uacf5\uae09\ub9dd\uc744 \uad00\ub9ac\ud558\ub294 \ubc29\uc2dd\uc744 \ud601\uc2e0\ud558\uace0 \uc788\uc73c\uba70, <a href=\"https:\/\/bap-software.net\/kri\/services\/ai-iot\/\">\uc778\uacf5\uc9c0\ub2a5<\/a>(AI)\uc740 \uc774 \ubcc0\ud601\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI\ub294 \ube44\uc6a9\uc744 \uc808\uac10\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc720\uc5f0\uc131\uacfc \ud6a8\uc728\uc131\uc744 \ub192\uc5ec \uacbd\uc7c1\ub825\uc744 \uac15\ud654\ud558\uace0 \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 AI\uac00 \ubb3c\ub958 \ubc0f \uacf5\uae09\ub9dd \uad00\ub9ac \uc0b0\uc5c5\uc5d0 \ubbf8\uce58\ub294 \uc911\uc694\ud55c \uc601\ud5a5\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2><strong>1. \ubb3c\ub958 4.0\uc774\ub780 \ubb34\uc5c7\uc778\uac00?<\/strong><\/h2>\n<div id=\"attachment_17047\" style=\"width: 888px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-17047\" class=\"wp-image-17047 size-full\" src=\"https:\/\/cdn.bap-software.net\/2024\/07\/09184009\/xu-huong-logistics-4-0.png\" alt=\"What is Logistics 4.0\" width=\"878\" height=\"612\" \/><p id=\"caption-attachment-17047\" class=\"wp-caption-text\">\ubb3c\ub958\uc758 \ud601\uba85 4.0 (Itacenter)<\/p><\/div>\n<p>\ub85c\uc9c0\uc2a4\ud2f1\uc2a4 4.0\uc740 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \uac15\ub825\ud55c \ud1b5\ud569 \ub355\ubd84\uc5d0 \uacf5\uae09\ub9dd \uad00\ub9ac \ubd84\uc57c\uc5d0\uc11c \uc911\uc694\ud55c \uc9c4\uc804\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uc774\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ube45\ub370\uc774\ud130\uc640 \uac19\uc740 \ub514\uc9c0\ud138 \uae30\uc220\uc774 \ubb3c\ub958 \uc6b4\uc601\uc744 \ucd5c\uc801\ud654\ud558\uae30 \uc704\ud574 \ub110\ub9ac \uc801\uc6a9\ub418\ub294 \ub2e8\uacc4\uc785\ub2c8\ub2e4.<\/p>\n<p>AI\ub294 \uc6b4\uc1a1 \uacbd\ub85c\ub97c \uc608\uce21\ud558\uace0 \ucd5c\uc801\ud654\ud558\uba70, \ub0ad\ube44\ub97c \ucd5c\uc18c\ud654\ud558\uace0 \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \ub610\ud55c, \uc9c0\ub2a5\ud615 \ucc3d\uace0 \uad00\ub9ac\ub97c \uac1c\uc120\ud558\uace0 \uacf5\uae09\ub9dd\uc5d0\uc11c \uc0ac\uae30 \ubc0f \uc704\ud5d8\uc744 \uac10\uc9c0\ud558\ub294 \ub2a5\ub825\uc744 \uac15\ud654\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub85c\uc9c0\uc2a4\ud2f1\uc2a4 4.0\uc744 \ud1b5\ud574 \uae30\uc5c5\uc740 \ub354 \ub192\uc740 \uc720\uc5f0\uc131\uc744 \ub2ec\uc131\ud558\uace0 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uba70 \uc9c0\uc18d \uac00\ub2a5\ud55c \ubc1c\uc804\uc744 \ucd09\uc9c4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubb3c\ub958\uc5d0\uc11c\uc758 AI \uc801\uc6a9\uc740 \ub2e8\uc21c\ud55c \ud2b8\ub80c\ub4dc\uac00 \uc544\ub2c8\ub77c \uacbd\uc7c1\ub825\uc744 \uac15\ud654\ud558\uace0 \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud558\ub294 \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4.<\/p>\n<h2><strong>2. \ubb3c\ub958 \ud65c\ub3d9\uc5d0\uc11c AI \uc801\uc6a9\uc758 \uc7a5\uc810<\/strong><\/h2>\n<div id=\"attachment_17043\" style=\"width: 877px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-17043\" class=\"wp-image-17043 size-full\" src=\"https:\/\/cdn.bap-software.net\/2024\/07\/09183956\/709309c0a79142cf1b80.jpg\" alt=\"Advantages when applying AI in Logistics activities\" width=\"867\" height=\"419\" \/><p id=\"caption-attachment-17043\" class=\"wp-caption-text\">AI \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc740 \uc6b4\uc1a1 \ubc0f \ubb3c\ub958 \uc0b0\uc5c5\uc758 \ud310\ub3c4\ub97c \ubc14\uafc9\ub2c8\ub2e4 (Intech Group)<\/p><\/div>\n<ul>\n<li><strong>\ubc30\uc1a1 \uacbd\ub85c \uc608\uce21 \ubc0f \uac1c\uc120:<\/strong><\/li>\n<\/ul>\n<p>AI\uc758 \uc8fc\uc694 \uc774\uc810 \uc911 \ud558\ub098\ub294 \ubc30\uc1a1 \uacbd\ub85c\ub97c \uc608\uce21\ud558\uace0 \uac1c\uc120\ud558\ub294 \ub2a5\ub825\uc785\ub2c8\ub2e4. \uc778\uacf5\uc9c0\ub2a5\uc740 \uad50\ud1b5 \ud328\ud134\uacfc \ub0a0\uc528\ub97c \uc608\uce21\ud558\uace0 \ubd84\uc11d\ud558\uc5ec \uac00\uc7a5 \ud6a8\uc728\uc801\uc778 \ubc30\uc1a1 \uacbd\ub85c\ub97c \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc77c\uc815\uc758 \uc815\ud655\uc131\uacfc \uc720\uc5f0\uc131\uc744 \ub192\uc774\uace0, \uc774\ub3d9 \uc2dc\uac04\uacfc \ube44\uc6a9\uc744 \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>\uc218\uc694 \uacc4\ud68d \ubc0f \uc7ac\uace0 \uad00\ub9ac:<\/strong><\/li>\n<\/ul>\n<p>\uacfc\uac70\uc640 \ud604\uc7ac\uc758 \uc2dc\uc7a5 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec AI\ub294 \uc218\uc694 \uc608\uce21\uacfc \uc7ac\uace0 \uad00\ub9ac\ub97c \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. AI\ub294 \uc81c\ud488 \uc218\uc694\uc640 \uc18c\ube44 \ucd94\uc138\ub97c \uc608\uce21\ud558\uc5ec \uae30\uc5c5\uc774 \ub354 \uc815\ud655\ud558\uace0 \uc720\uc5f0\ud55c \uc7ac\uace0 \uad00\ub9ac \uacc4\ud68d\uc744 \uc218\ub9bd\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>\uacf5\uae09\ub9dd \uc704\ud5d8 \uad00\ub9ac:<\/strong><\/li>\n<\/ul>\n<p>\uc778\uacf5\uc9c0\ub2a5\uc740 \uacf5\uae09\ub9dd \uc704\ud5d8\uc744 \uac10\uc9c0\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ubb3c\ub958 \ube44\uc988\ub2c8\uc2a4\uc758 \ubaa8\ub4e0 \ub2e8\uacc4\uc5d0\uc11c <a href=\"https:\/\/bap-software.net\/kr\/knowledge\/real-time-updating-really-as-important-as-you-think\/\">\uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1<\/a>\ubd80\ud130 \uad00\ub9ac\uc5d0\uc11c\uc758 \uc0ac\uae30 \uc2dd\ubcc4\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc778\uacf5\uc9c0\ub2a5\uc740 \ubcf4\uc548\uacfc \ud6a8\uc728\uc131\uc744 \ub192\uc774\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>\uc11c\ube44\uc2a4 \ubc0f \uace0\uac1d \uc0c1\ud638\uc791\uc6a9:<\/strong><\/li>\n<\/ul>\n<p>AI\ub294 \uc11c\ube44\uc2a4 \ubc0f \uace0\uac1d \uc0c1\ud638\uc791\uc6a9\uc744 \uac1c\uc120\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc778\uacf5\uc9c0\ub2a5\uc740 \ub300\uba74 \uace0\uac1d \uc0c1\ud638\uc791\uc6a9\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \uc18c\ube44\uc790 \uad00\uacc4\ub97c \ucd09\uc9c4\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h2><strong>3. AI \uc751\uc6a9\uc774 \ubb3c\ub958 \ubd84\uc57c\ub97c \uc5b4\ub5bb\uac8c \ubcc0\ud654\uc2dc\ucf30\ub294\uac00?<\/strong><\/h2>\n<div id=\"attachment_17056\" style=\"width: 810px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-17056\" class=\"wp-image-17056 size-full\" src=\"https:\/\/cdn.bap-software.net\/2024\/07\/09224337\/Logistics-with-AI.webp\" alt=\"How has AI application changed the Logistics field?\" width=\"800\" height=\"526\" \/><p id=\"caption-attachment-17056\" class=\"wp-caption-text\">AI\uc758 \ud6a8\uacfc\ub294 \ubd80\uc778\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4 (Vietnam Work).<\/p><\/div>\n<p>\uc778\uacf5\uc9c0\ub2a5(AI) \uae30\uc220\uc740 \ubb3c\ub958\ub97c \ud06c\uac8c \uac1c\uc120\ud558\uace0 \uc911\uc694\ud55c \uc601\ud5a5\uc744 \ubbf8\ucce4\uc2b5\ub2c8\ub2e4. \ub2e8\uc21c\ud55c \uc778\uac04 \ubd84\uc11d \ubc0f \ub370\uc774\ud130 \uc218\uc9d1 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\ub294 \ub300\uc2e0, \uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uacfc \ubbf8\ub798 \ubd84\uc11d \ubcf5\ud569\uccb4\ub97c \ud1b5\ud574 \uc218\uc694\ub97c \uc608\uce21\ud558\uace0 \uc8fc\ubb38\uc744 \uc815\ub9ac\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc220\uc774 \ud544\uc694\ud55c \uc218\ub7c9\uc744 \uc815\ud655\ud558\uac8c \uc608\uce21\ud558\uace0 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \ub0ad\ube44\uc640 \ud488\uc9c8 \uc800\ud558\ub97c \uc81c\uac70\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ucc3d\uace0\uc5d0\uc11c\ub294 \ud611\uc5c5 \ub85c\ubd07(cobots)\uacfc \uc790\ub3d9\ud654\ub41c \uce74\ud2b8(AGV)\uc758 \uc0ac\uc6a9\uc774 \uc8fc\ubb38 \uc120\ud0dd \uacfc\uc815\uc744 \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. AGV\ub294 \ucc3d\uace0\uc5d0\uc11c \uc790\ub3d9\uc73c\ub85c \ubb3c\ud488\uc744 \uc6b4\ubc18\ud558\uace0 \uc801\uc7ac\ud558\uba70, \uc778\uac04 \uc6b4\uc804\uc790\uac00 \uc5c6\uc774\ub3c4 \uacf5\uc7a5\uc744 \ub5a0\ub098 \uc7ac\uace0\ub97c \ud655\uc778\ud558\uac70\ub098 \ubb3c\ud488 \uc704\uce58\ub97c \ucd94\uc801\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ucc3d\uace0 \uc785\uace0\ubd80\ud130 \ucd9c\uace0\uae4c\uc9c0\uc758 \ubb3c\ud488 \ubaa8\ub2c8\ud130\ub9c1\ub3c4 <a href=\"https:\/\/bap-software.net\/kr\/knowledge\/iot-advanced-technology\/\">IoT<\/a>\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc218\ud589\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. RFID \uc13c\uc11c\uc640 \uc2a4\ub9c8\ud2b8 \uc120\ubc18\uc744 \ud65c\uc6a9\ud558\uc5ec \uc2e4\uc2dc\uac04\uc73c\ub85c \uc81c\ud488 \uc218\ub7c9\uacfc \uc704\uce58 \ubcc0\ud654\ub97c \ucd94\uc801\ud558\uace0 \uc218\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud604\uc7ac\uc758 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ubaa8\ub4e0 \ucd9c\ucc98\uc5d0\uc11c \uc218\uc9d1\ub418\uace0 \uc5c5\ub370\uc774\ud2b8\ub41c \ubaa8\ub4e0 \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud558\uace0 \uc788\uc5b4 \ucc3d\uace0 \uad00\ub9ac\uc758 \ud6a8\uc728\uc131\uacfc \ud22c\uba85\uc131\uc744 \ub192\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<h2><strong>4. \ubb3c\ub958 \ubd84\uc57c\uc5d0\uc11c AI\uc758 \uc0ac\ub840<\/strong><\/h2>\n<div id=\"attachment_17044\" style=\"width: 810px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-17044\" class=\"wp-image-17044 size-full\" src=\"https:\/\/cdn.bap-software.net\/2024\/07\/09183958\/al-phat-hien-nhanh-cac-hong-hoc-giam-ton-that.jpg\" alt=\"Example of AI in Logistics field\" width=\"800\" height=\"450\" \/><p id=\"caption-attachment-17044\" class=\"wp-caption-text\">\uc2e4\uc81c \ube44\uc988\ub2c8\uc2a4\uc5d0\uc11c\uc758 AI \ubb3c\ub958 (akaBot)<\/p><\/div>\n<p>\uc544\ub9c8\uc874\uc758 \uc790\ub3d9\ud654 \uc2dc\uc2a4\ud15c\uc740 \ucc3d\uace0 \uad00\ub9ac\uc5d0 \uc778\uacf5\uc9c0\ub2a5\uc744 \uc801\uc6a9\ud55c \ud6cc\ub96d\ud55c \uc608\uc785\ub2c8\ub2e4. AI\ub85c \uc81c\uc5b4\ub418\ub294 \ub85c\ubd07\ub4e4\uc774 \ucc3d\uace0 \ub0b4\uc5d0\uc11c \ubb3c\ud488\uc744 \uc6b4\ubc18\ud558\uba70, \uc8fc\ubb38 \ucc98\ub9ac \uc18d\ub3c4\uc640 \uc815\ud655\uc131\uc744 \ub192\uc774\uace0 \uc624\ub958\uc640 \ub178\ub3d9 \ube44\uc6a9\uc744 \uc904\uc785\ub2c8\ub2e4.<\/p>\n<p>UPS\ub294 AI\ub97c \ud65c\uc6a9\ud558\uc5ec \ubc30\uc1a1 \uacbd\ub85c\ub97c \uac1c\uc120\ud569\ub2c8\ub2e4. AI \uae30\uc220\uc740 \uc2e4\uc2dc\uac04 \ub0a0\uc528 \ub370\uc774\ud130\uc640 \uad50\ud1b5 \uc0c1\ud669\uc744 \ubd84\uc11d\ud558\uc5ec \ucc28\ub7c9\uc774 \ucd5c\uc801\uc758 \uacbd\ub85c\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubc30\uc1a1 \uc2dc\uac04\uacfc \uc5f0\ub8cc \uc18c\ube44\ub97c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>DHL\uc740 \uacf5\uae09\ub9dd\uc5d0\uc11c\uc758 \uc704\ud5d8\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc608\uce21\ud558\uc5ec \uc704\ud5d8 \uad00\ub9ac\ub97c \uc704\ud574 \uc778\uacf5\uc9c0\ub2a5\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. AI \uc54c\uace0\ub9ac\uc998\uc740 \uc704\ud5d8\uc744 \uc870\uae30\uc5d0 \uac10\uc9c0\ud558\uace0 \uc608\ubc29 \uc870\uce58\ub97c \ucde8\ud574 \uc81c\ud488 \ubc0f \uc815\ubcf4\uc758 \ubcf4\uc548\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<p>FedEx\ub294 <a href=\"https:\/\/bap-software.net\/kr\/knowledge\/ai-chatbot\/\">AI \ucc57\ubd07<\/a>\uc744 \ud1b5\ud574 24\uc2dc\uac04 \uace0\uac1d \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ucc57\ubd07\uc740 \uc8fc\ubb38 \ud655\uc778 \ubc0f \uace0\uac1d \ubd88\ub9cc \ucc98\ub9ac\uc640 \uac19\uc740 \uae30\ubcf8 \uc5c5\ubb34\ub97c \uc2e0\uc18d\ud558\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\uc5ec \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, IBM Watson\uc740 \uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \ubb3c\ub958 \ubd80\ubb38\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uae30\uc5c5\uc774 \ud2b8\ub80c\ub4dc\ub97c \uc2dd\ubcc4\ud558\uace0 \ube44\uc988\ub2c8\uc2a4 \uc804\ub7b5\uc744 \uc2e0\uc18d\ud558\uac8c \ubcc0\uacbd\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<h2><strong>5. \ubb3c\ub958 \ubd84\uc57c\uc5d0\uc11c AI\uc758 \ubbf8\ub798<\/strong><\/h2>\n<div id=\"attachment_17055\" style=\"width: 640px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-17055\" class=\"wp-image-17055 \" src=\"https:\/\/cdn.bap-software.net\/2024\/07\/09224334\/Logistics-4.0-e1720514892718.webp\" alt=\"Future fluctuations in the Logistics industry\" width=\"630\" height=\"391\" \/><p id=\"caption-attachment-17055\" class=\"wp-caption-text\">\ubb3c\ub958 \uc0b0\uc5c5\uc758 \ubbf8\ub798 \ubcc0\ub3d9 (VNG Cloud)<\/p><\/div>\n<p>\uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \ubb3c\ub958 \uc0b0\uc5c5\uc5d0 \ub9ce\uc740 \ud68d\uae30\uc801\uc778 \ud601\uc2e0\uc744 \uac00\uc838\uc62c \uc804\ub9dd\uc785\ub2c8\ub2e4.<\/p>\n<p><strong>\uc2a4\ub9c8\ud2b8 \uc218\uc694 \uc608\uce21 \ubc0f \uc7ac\uace0 \uad00\ub9ac:<\/strong><\/p>\n<ul>\n<li>\uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \ud310\ub9e4 \ub370\uc774\ud130, \uc2dc\uc7a5 \ub3d9\ud5a5, \ub0a0\uc528 \uc870\uac74 \ub4f1\uc744 \ubd84\uc11d\ud558\uc5ec \ub354 \uc815\ud655\ud558\uac8c \uc218\uc694\ub97c \uc608\uce21\ud569\ub2c8\ub2e4.<\/li>\n<li>\uae30\uc5c5\uc740 \uc7ac\uace0 \uc218\uc900\uc744 \ucd5c\uc801\ud654\ud558\uace0, \uacfc\uc789 \uc7ac\uace0\ub098 \uc7ac\uace0 \ubd80\uc871\uc744 \ubc29\uc9c0\ud558\uba70, \uc800\uc7a5 \ube44\uc6a9\uacfc \uc190\uc2e4\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc2a4\ub9c8\ud2b8 \uacbd\uace0 \uc2dc\uc2a4\ud15c\uc740 \ud544\uc694\ud55c \uacbd\uc6b0 \uc7ac\uace0\ub97c \ubbf8\ub9ac \ubcf4\ucda9\ud558\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><strong>\ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654:<\/strong><\/p>\n<ul>\n<li>\ub85c\ubd07\uc740 \ud654\ubb3c \uc801\uc7ac \ubc0f \ud558\uc5ed, \uc81c\ud488 \ubd84\ub958, \ud3ec\uc7a5\uacfc \uac19\uc740 \ub2e8\uc870\ub86d\uac70\ub098 \uc704\ud5d8\ud558\uba70 \uc2dc\uac04\uc774 \ub9ce\uc774 \ub4dc\ub294 \uc791\uc5c5\uc5d0\uc11c \uc778\uac04\uc744 \ub300\uccb4\ud560 \uac83\uc785\ub2c8\ub2e4.<\/li>\n<li>\uc790\ub3d9\ud654 \uc2dc\uc2a4\ud15c\uc740 \ucc3d\uace0 \ub0b4 \ubb3c\ud488 \uc774\ub3d9\uc744 \ucd5c\uc801\ud654\ud558\uc5ec \uc624\ub958\uc640 \uc0ac\uace0\ub97c \ucd5c\uc18c\ud654\ud560 \uac83\uc785\ub2c8\ub2e4.<\/li>\n<li>\uc790\uc728\uc8fc\ud589 \ucc28\ub7c9\uc740 \ub2e8\uac70\ub9ac \ud654\ubb3c \uc6b4\uc1a1\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc6b4\uc1a1 \ubc0f \uc778\uac74\ube44\ub97c \uc808\uac10\ud560 \uac83\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><strong>\ud5a5\uc0c1\ub41c \ub370\uc774\ud130 \ubd84\uc11d:<\/strong><\/p>\n<ul>\n<li>AI\ub294 IoT \uc13c\uc11c, GPS \uc2dc\uc2a4\ud15c, \uace0\uac1d \uae30\ub85d \ub4f1 \uc5ec\ub7ec \ucd9c\ucc98\uc758 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ubd84\uc11d\ud560 \uac83\uc785\ub2c8\ub2e4.<\/li>\n<li>\uae30\uc5c5\uc740 \uc2e4\uc2dc\uac04\uc73c\ub85c \ubb3c\ud488 \uc774\ub3d9\uc744 \ucd94\uc801\ud558\uace0, \uacf5\uae09\ub9dd\uc758 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \uc2dd\ubcc4\ud558\uc5ec \uac1c\uc120 \uc194\ub8e8\uc158\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uace0\uac1d\uc758 \uc694\uad6c\uc640 \ud589\ub3d9\uc744 \uc774\ud574\ud558\uc5ec \uc1fc\ud551 \uacbd\ud5d8\uc744 \uac1c\uc778\ud654\ud558\uace0 \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><strong>\uc790\uc728\uc8fc\ud589 \ucc28\ub7c9\uacfc \uc790\uc728 \ub85c\ubd07:<\/strong><\/p>\n<ul>\n<li>\uc790\uc728\uc8fc\ud589 \ud2b8\ub7ed\uc740 \uc7a5\uac70\ub9ac \ud654\ubb3c \uc6b4\uc1a1\uc5d0 \uc0ac\uc6a9\ub418\uc5b4 \uc5f0\ub8cc \ubc0f \uc778\uac74\ube44\ub97c \ucd5c\uc18c\ud654\ud560 \uac83\uc785\ub2c8\ub2e4.<\/li>\n<li>\uc790\uc728 \ub85c\ubd07\uc740 \ucee8\ud14c\uc774\ub108 \uc801\uc7ac \ubc0f \ud558\uc5ed, \ucc3d\uace0 \ub0b4 \ubb3c\ud488 \uc815\ub9ac\uc640 \uac19\uc740 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc5d0\uc11c \uc778\uac04\uc744 \ub3c4\uc6b8 \uac83\uc785\ub2c8\ub2e4.<\/li>\n<li>\ubb34\uc778 \ucc28\ub7c9 \uc0ac\uc6a9\uc740 \uad50\ud1b5\uc0ac\uace0\ub97c \uc904\uc774\uace0 \ud658\uacbd\uc744 \ubcf4\ud638\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc804\ubc18\uc801\uc73c\ub85c, AI\ub294 2025\ub144 \ubb3c\ub958 \uc0b0\uc5c5\uc758 \ud6a8\uc728\uc131, \uc0dd\uc0b0\uc131, \uacbd\uc7c1\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uac83\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 AI\uc758 \uc801\uc6a9\uc5d0\ub294 \ub192\uc740 \ud22c\uc790 \ube44\uc6a9, \uc724\ub9ac\uc801 \ubb38\uc81c, \uc0ac\uc774\ubc84 \ubcf4\uc548\uacfc \uac19\uc740 \ub3c4\uc804 \uacfc\uc81c\ub3c4 \ub3d9\ubc18\ub429\ub2c8\ub2e4. \uae30\uc5c5\uc740 AI\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc801\uc6a9\ud558\uace0 \ucd5c\ub300\ud55c\uc758 \ud61c\ud0dd\uc744 \ub204\ub9ac\uae30 \uc704\ud574 \uad6c\uccb4\uc801\uc778 \uc804\ub7b5\uc744 \uc218\ub9bd\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h2><strong>6. \uacb0\ub860<\/strong><\/h2>\n<p>AI\ub294 \ubb3c\ub958 \ubd84\uc57c\uc5d0 \uc5c4\uccad\ub09c \ubcc0\ud654\ub97c \uac00\uc838\uc624\uba70 \ud6a8\uc728\uc131\uacfc \uacbd\uc7c1\ub825 \uce21\uba74\uc5d0\uc11c \ub9ce\uc740 \uc8fc\ubaa9\ud560 \ub9cc\ud55c \uc774\uc810\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucc3d\uace0 \uad00\ub9ac, \ubc30\uc1a1 \uacbd\ub85c \ucd5c\uc801\ud654, \uace0\uac1d \uc11c\ube44\uc2a4 \ud5a5\uc0c1, \uc2dc\uc7a5 \uc608\uce21 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c AI\ub294 \uadf8 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \uc785\uc99d\ud574\uc654\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc55e\uc73c\ub85c AI\uc758 \ubc1c\uc804\uc740 \ubb3c\ub958 \ubd80\ubb38\uc744 \uacc4\uc18d \ubcc0\ud654\uc2dc\ucf1c \uc0c8\ub85c\uc6b4 \uac00\ub2a5\uc131\uc744 \uc5f4\uc5b4\uc8fc\uace0 \uae30\uc5c5\uc774 \uacbd\uc7c1\uc774 \uce58\uc5f4\ud55c \uc2dc\uc7a5\uc5d0\uc11c \uc801\uc751\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc120\ub3c4\ud560 \uc218 \uc788\ub3c4\ub85d \ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>","protected":false},"author":25,"featured_media":17047,"template":"","meta":{"_acf_changed":false},"tags":[],"blog-cat":[2058],"class_list":["post-17020","knowledge","type-knowledge","status-publish","has-post-thumbnail","hentry","blog-cat-technology"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.1 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>\ubb3c\ub958 4.0: \uc778\uacf5\uc9c0\ub2a5\uc73c\ub85c \uacf5\uae09\ub9dd \uad00\ub9ac \ud601\uc2e0<\/title>\n<meta name=\"description\" content=\"\ub85c\uc9c0\uc2a4\ud2f1\uc2a4 4.0\uc740 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \uac15\ub825\ud55c \ud1b5\ud569 \ub355\ubd84\uc5d0 \uacf5\uae09\ub9dd \uad00\ub9ac 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property=\"og:description\" content=\"\ub85c\uc9c0\uc2a4\ud2f1\uc2a4 4.0\uc740 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \uac15\ub825\ud55c \ud1b5\ud569 \ub355\ubd84\uc5d0 \uacf5\uae09\ub9dd \uad00\ub9ac \ubd84\uc57c\uc5d0\uc11c \uc911\uc694\ud55c \uc9c4\uc804\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uc774\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ube45\ub370\uc774\ud130\uc640 \uac19\uc740 \ub514\uc9c0\ud138 \uae30\uc220\uc774 \ubb3c\ub958 \uc6b4\uc601\uc744 \ucd5c\uc801\ud654\ud558\uae30 \uc704\ud574 \ub110\ub9ac \uc801\uc6a9\ub418\ub294 \ub2e8\uacc4\uc785\ub2c8\ub2e4.AI\ub294 \uc6b4\uc1a1 \uacbd\ub85c\ub97c \uc608\uce21\ud558\uace0 \ucd5c\uc801\ud654\ud558\uba70,...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/bap-software.net\/kr\/knowledge\/logistics-4-0-revolutionize-supply-chain-management-with-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"(\u65e5\u672c\u8a9e) \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a-\u30aa\u30d5\u30b7\u30e7\u30a2\u30b5\u30fc\u30d3\u30b9\" \/>\n<meta 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