Gartner 預測：2028 年前七成企業將放棄由供應商前線工程師打造的代理式 AI
Gartner Predicts 70% of Enterprises Will Abandon Agentic AI Built by Vendor Forward-Deployed Engineering by 2028
摘要分析
Gartner 於 2026 年 9 月 29 日預測：到 2028 年，70% 的企業將放棄由供應商「前線部署工程師（FDE）」打造的代理式 AI，原因是被飆升的成本綁住，且無法靠自己讓系統持續演進。FDE 由供應商派工程師進駐客戶端客製代理，是目前快速導入的熱門途徑，但會形成依賴與費用螺旋，內部團隊也缺乏維護與擴充所需的技能與架構。Gartner 建議軟體工程主管採三階段方案：重建內部能力、標準化代理平台與治理、把所有權從供應商移回內部，並呼應其先前對代理專案高取消率的警告。
- 2028 年前 70% 企業將放棄供應商 FDE 打造的代理
- 成本飆升與無法自主演進是主因
- FDE 模式造成依賴與內部能力空洞
- 建議三階段：建能力、標準化平台、收回所有權
- 呼應代理專案高取消率的警告
In a September 29, 2026 press release, Gartner predicts that by 2028, 70% of enterprises will abandon agentic AI systems built through vendor forward-deployed engineering (FDE), because they become trapped by soaring costs and are unable to evolve the systems on their own. FDE—where vendors embed engineers at the customer to build bespoke agents—has become a popular route to rapid agent deployment, but Gartner warns it creates dependency and escalating fees while leaving in-house teams without the skills or architecture to maintain and extend the agents. Gartner says software engineering leaders will need to adopt a three-phase solution that rebuilds internal capability, standardizes agent platforms and governance, and transitions ownership from vendors to internal teams. The prediction adds to Gartner's earlier warnings that many agentic projects will be cancelled for unclear value and weak risk controls.
- 70% of enterprises to abandon vendor-FDE-built agents by 2028
- Soaring costs and inability to evolve systems in-house drive the exit
- FDE creates dependency and hollows out internal skills
- Three-phase fix: rebuild capability, standardize platforms, transfer ownership
- Echoes warnings of high agentic-project cancellation rates
關鍵字：Gartner代理式 AI前線部署工程師企業導入供應商依賴
來源原文：https://www.gartner.com/en/newsroom/press-releases/2026-09-29-gartner-predicts-70-percent-of-enterprises-will-abandon-agentic-ai-built-by-vendor-forward-deployed-engineering-by-2028
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