<p class="text-h4">產業別:人工智慧應用服務產業</p> <p class="text-h4">產業痛點:</p> <ul> <li><span style="font-size: 12.0pt; mso-bidi-font-size: 11.0pt; font-family: '新細明體',serif; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">工廠的生產排程通常依賴手動或半自動方式進行,當市場需求突然變動時,無法即時調整生產計畫,導致出貨時間未能如期完成。此外,傳統的生產排程方式無法及時調整資源配置,特別是在應對高峰期的生產需求時,造成生產瓶頸,進一步導致交期延誤。這不僅影響了客戶對企業的信任,還增加了訂單流失的風險,進一步損害了企業的競爭力。</span></li> <li><span style="font-size: 12.0pt; mso-bidi-font-size: 11.0pt; font-family: '新細明體',serif; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">在庫存管理方面,由於資料無法即時更新,使得工廠在處理原料、半成品和成品的儲備時,無法及時調整庫存水準,工廠常常面臨庫存過多或不足的問題,這導致資金被過多的庫存占用或產生庫存短缺的風險。這不僅提高了營運成本,也增加了供應鏈管理的複雜度,進一步影響了整體生產效率和資源配置。</span></li> <li><span style="font-size: 12.0pt; mso-bidi-font-size: 11.0pt; font-family: '新細明體',serif; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">生產排程若未能根據即時資料進行動態調整,容易造成資源配置不均或設備過度使用。由於缺乏智慧化的排程工具,工廠無法有效分配人力、機器和原料,導致某些生產線過載,而另一些則閒置,這不僅降低了整體產能,還導致設備的提前老化。最終,生產效率下降,企業無法有效應對市場需求變化,影響其市場競爭力和長期營收。</span></li> </ul> <p class="text-h4">導入AI效益:</p> <ul> <li><span style="font-size: 12.0pt; mso-bidi-font-size: 11.0pt; font-family: '新細明體',serif; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">系統可自動分析生產需求、物料庫存和採購時程,將物料供應與生產計畫最佳化。例如,根據即時資料分析需求波動,系統可預先調整物料訂單,避免因庫存過多或不足導致的浪費或延遲。這不僅降低了企業的物料成本,也減少了生產過程中的中斷或過度庫存,提升營運效率。</span></li> <li><span style="font-size: 12.0pt; mso-bidi-font-size: 11.0pt; font-family: '新細明體',serif; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">系統能根據歷史資料和市場趨勢預測需求變化,提前調整生產和物流計劃。例如,當預測到需求上升時,系統可自動向更可靠且高效的供應商下訂單,並規劃更具成本效益的物流路線,減少交期延遲。同時,系統能主動管理供應鏈風險,提升企業面對突發情況的靈活性和反應速度。</span></li> </ul> <p class="text-h4">常見AI技術:</p> <ul> <li><span style="font-size: 12.0pt; font-family: 標楷體; mso-ascii-font-family: 'Times New Roman'; mso-hansi-font-family: 'Times New Roman'; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">強化學習,架構如:</span><span style="font-size: 12.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: 標楷體; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;" lang="EN-US">Q</span><span style="font-size: 12.0pt; font-family: 標楷體; mso-ascii-font-family: 'Times New Roman'; mso-hansi-font-family: 'Times New Roman'; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">學習。</span></li> <li><span style="font-size: 12.0pt; font-family: 標楷體; mso-ascii-font-family: 'Times New Roman'; mso-hansi-font-family: 'Times New Roman'; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">深度學習,架構如:循環神經網路、長短期記憶網路。</span></li> </ul>
<p class="text-h4">產業別:人工智慧應用服務產業</p> <p class="text-h4">產業痛點:</p> <ul> <li><span style="font-size: 12.0pt; mso-bidi-font-size: 11.0pt; font-family: '新細明體',serif; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">工廠的生產排程通常依賴手動或半自動方式進行,當市場需求突然變動時,無法即時調整生產計畫,導致出貨時間未能如期完成。此外,傳統的生產排程方式無法及時調整資源配置,特別是在應對高峰期的生產需求時,造成生產瓶頸,進一步導致交期延誤。這不僅影響了客戶對企業的信任,還增加了訂單流失的風險,進一步損害了企業的競爭力。</span></li> <li><span style="font-size: 12.0pt; mso-bidi-font-size: 11.0pt; font-family: '新細明體',serif; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">在庫存管理方面,由於資料無法即時更新,使得工廠在處理原料、半成品和成品的儲備時,無法及時調整庫存水準,工廠常常面臨庫存過多或不足的問題,這導致資金被過多的庫存占用或產生庫存短缺的風險。這不僅提高了營運成本,也增加了供應鏈管理的複雜度,進一步影響了整體生產效率和資源配置。</span></li> <li><span style="font-size: 12.0pt; mso-bidi-font-size: 11.0pt; font-family: '新細明體',serif; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">生產排程若未能根據即時資料進行動態調整,容易造成資源配置不均或設備過度使用。由於缺乏智慧化的排程工具,工廠無法有效分配人力、機器和原料,導致某些生產線過載,而另一些則閒置,這不僅降低了整體產能,還導致設備的提前老化。最終,生產效率下降,企業無法有效應對市場需求變化,影響其市場競爭力和長期營收。</span></li> </ul> <p class="text-h4">導入AI效益:</p> <ul> <li><span style="font-size: 12.0pt; mso-bidi-font-size: 11.0pt; font-family: '新細明體',serif; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">系統可自動分析生產需求、物料庫存和採購時程,將物料供應與生產計畫最佳化。例如,根據即時資料分析需求波動,系統可預先調整物料訂單,避免因庫存過多或不足導致的浪費或延遲。這不僅降低了企業的物料成本,也減少了生產過程中的中斷或過度庫存,提升營運效率。</span></li> <li><span style="font-size: 12.0pt; mso-bidi-font-size: 11.0pt; font-family: '新細明體',serif; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">系統能根據歷史資料和市場趨勢預測需求變化,提前調整生產和物流計劃。例如,當預測到需求上升時,系統可自動向更可靠且高效的供應商下訂單,並規劃更具成本效益的物流路線,減少交期延遲。同時,系統能主動管理供應鏈風險,提升企業面對突發情況的靈活性和反應速度。</span></li> </ul> <p class="text-h4">常見AI技術:</p> <ul> <li><span style="font-size: 12.0pt; font-family: 標楷體; mso-ascii-font-family: 'Times New Roman'; mso-hansi-font-family: 'Times New Roman'; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">強化學習,架構如:</span><span style="font-size: 12.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: 標楷體; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;" lang="EN-US">Q</span><span style="font-size: 12.0pt; font-family: 標楷體; mso-ascii-font-family: 'Times New Roman'; mso-hansi-font-family: 'Times New Roman'; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">學習。</span></li> <li><span style="font-size: 12.0pt; font-family: 標楷體; mso-ascii-font-family: 'Times New Roman'; mso-hansi-font-family: 'Times New Roman'; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: ZH-TW; mso-bidi-language: AR-SA;">深度學習,架構如:循環神經網路、長短期記憶網路。</span></li> </ul>