AOD – IC之音竹科廣播 FM97.5

AOD – IC之音竹科廣播 FM97.5


EP47:企業導入AI的最後一哩路:從示範案例到全面落地 Ft. 資誠創新諮詢公司 陳世祥執行董事

October 31, 2025

本集非聽不可:

04:00 企業明明知道AI很重要,為什麼仍很難真正落地?
05:50 從「看見案例」到「建立能力」:企業導入生成式AI的正確順序
11:20 不是先買工具!資料治理、流程盤點與文化心態才是關鍵

全球都在談AI,但「如何真正讓AI變成公司會用、敢用、用得好」才是企業領導人最關心的問題。
本集邀請曾協助多家大型企業導入AI的陳世祥執行董事,帶我們深入思考AI落地的核心挑戰:

為什麼許多企業只看到Demo,卻沒辦法跨到全面導入?
AI專案為什麼常常「有成果、但上不了線」?
企業該如何重新設計流程、數據結構與決策模式?
如何在「技術可行」與「組織可承受」之間找到平衡?

如果你正在規劃AI、正要啟動AI、或是已經踩到AI落地的陷阱……
這集會給你真正能用的執行框架!

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企劃 | 李翊嘉 
製作 | 李翊嘉

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