企業從人工智慧測試轉向實際生產應用
Businesses Shift from AI Testing to Practical Production Use
2026年，企業正邁向超越初步人工智慧熱潮的階段。「
In 2026, businesses are moving beyond the initial AI hype.
tech人工智慧
ChatGPT時刻」已然消退，取而代之的是證明人工智慧能提供實質、可衡量價值的迫切需求。
The "ChatGPT moment" has faded, replaced by an urgent need to prove that artificial intelligence provides real, measurable value.
techChatGPT
tech人工智慧
如今，企業正從基礎聊天機器人轉向「代理型AI（Agentic AI）」，這種AI能像數位員工一樣自主執行複雜的工作流程。
Now, firms are shifting from basic chatbots toward Agentic AI, which can autonomously execute complex workflows like a digital employee.
tech聊天機器人
tech代理型AI
這涉及「超自動化（hyperautomation）」，即AI、機器人流程與人力資源融合成重新設計的「AI原生」工作流程。
This involves "hyperautomation," where AI, robotic processes, and human effort merge into redesigned, AI-native workflows.
concept超自動化
conceptAI原生
