模型能力每年躍進，企業落地進度長期停滯。 Models keep getting smarter. Landing doesn't move.
Klarna 投入 4000 萬美元與 OpenAI 共建 AI 客服，一年後回退至人機混合架構；麥當勞與 IBM 合作的 AI 點單系統，於三年後終止。模型供應商止步於 API 交付，傳統顧問公司缺乏適配的方法工具，企業實施環節長期處於空白。 Klarna spent $40M on OpenAI's customer-service AI. One year later, they walked it back. McDonald's pulled IBM's AI ordering after three years. Model companies stop at the API. Consultancies don't have the tools.
Wayne InsightSpring 將 AI Implementation Science 作為交付核心。這套源自醫學界、累積 20 年實證的學科體系，是目前少有的能系統應對 AI 實施鴻溝的成熟方法論。 We bring AI Implementation Science to the enterprise—a 20-year discipline from medicine, now applied to AI.
每個項目從五維診斷開始：創新本身、外部環境、內部環境、人、實施過程。 Every project starts with a Five-Dimension Diagnostic: Innovation Itself, External Context, Internal Context, People, Implementation Process.
該模型基於 CFIR 框架改造而成。原始 CFIR 在醫學界沿用 20 年，我們在此基礎上引入三個 AI 特有參數：迭代速率、監管漂移頻率、角色重疊度。 A CFIR adaptation. Twenty years of medical implementation framework, with three AI-specific parameters: iteration velocity, regulatory drift, role overlap.
診斷階段完成後再進入方案設計，上線後以 RE-AIM 框架支撐持續優化。 Diagnose first. Decide what to build after. Maintain with RE-AIM post-launch.
五維診斷 + 分階段路線圖 + 試點立項書。¥10,000 起。
Five-Dimension Diagnostic + phased roadmap + pilot charter. From ¥10,000.
瞭解 → Learn more →1-6 個月全程支持。RE-AIM 框架管落地後的持續調優。¥50,000 / 期。
1-6 months of full-stack support. RE-AIM framework manages post-launch evolution. ¥50,000 per engagement.
瞭解 → Learn more →實戰案例拆解、部門工作流改造、課後模板包。¥5,000 起。
Scenario workshops, workflow redesign, and post-training templates. From ¥5,000.
瞭解 → Learn more →業務場景定製 + 系統集成 + 上線運維。¥10,000 / 個。
Custom-fit + system integration + production ops. From ¥10,000 per agent.
瞭解 → Learn more →Roland 對未來五年產業方向的核心判斷。報告完整呈現 CFIR、NPT、RE-AIM 等醫學實施科學框架在 AI 場景下的適配路徑。 Roland's five-year career bet, articulated. A systematic translation of CFIR / NPT / RE-AIM from medicine to AI.
閲讀完整報告 →Read the full report →