Google Cloud on Moving Enterprise AI Agents from PoC to Production
Original: 【AI Agent 應用年來了】Google Cloud 高層親解：從 PoC 到真正落地，企業 AI 代理的死亡之谷怎麼跨？
Google Cloud discusses how enterprises can move AI agents beyond PoCs into production deployment.
INSIDE frames enterprise AI through a sharp ROI gap: a 2025 MIT survey said 95% of companies had not seen returns despite massive AI spending. It also cites Gartner’s forecast that Fortune 500 companies may average 150,000 agents by 2028. The article focuses on Google Cloud’s view of how enterprises should prepare for AI agents and allocate IT budgets for real deployment.
This INSIDE report focuses on a key issue in enterprise adoption of AI Agents: why a "valley of death" appears when moving from PoC (proof of concept) to genuine deployment, and how enterprises should face the next wave of agentic AI. The article opens with a striking figure: a 2025 MIT survey indicated that although U.S. enterprises have invested roughly USD 300 to 400 billion in AI, as many as 95% of enterprises "have not seen a return." This reflects that while many enterprise AI projects can demonstrate technical feasibility, they still struggle to reach large-scale commercial use and fail to truly translate into revenue, efficiency, or organizational capability.
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