Master Concept · AI Gateway

MC AI Gateway Framework

把 AI 變成公司的基礎設施：可管、可控、可稽核

1 使用者與裝置USERS & DEVICES 筆電 手機 平板 瀏覽器 統一入口 基礎建置
2 零信任存取層ZERO-TRUST ACCESS 單一登入SSO 裝置檢查POSTURE 封鎖未核准 AI 稽核日誌 離職即失效 基礎建置
3 AI 閘道層AI GATEWAY 花費上限／每人每月 路由與備援 快取 金鑰集中BYOK DLP 標記／攔截 用量分析 基礎建置
4 模型層MODELS Claude GPT Gemini 開源模型 在自家帳號執行 無縫切換模型 基礎建置
5 私有知識層PRIVATE KNOWLEDGE 文件解析 向量索引RAG 儲存免流量費 權限對應 回答附出處 客製開發
導入與採用ADOPTION 多語設定指引 依職能培訓 部門 AI 代表 落地應用 支援服務
營運與治理OPERATE & GOVERN 監控與異常通知 月報與成本優化 AI 使用政策 季度模型評估 支援服務

企業資料來源

雲端硬碟與信箱Drive、SharePoint、共用信箱
ERP／CRM／電商後台訂單、庫存、客戶、對帳
合約、SOP、價格表最常被問、最怕答錯的那一類
產品素材與影音型錄、圖片、短影音與字幕

設計原則

資料留在公司自己的帳號，不用於訓練
開放標準 API，整層可換供應商
按用量付費，先試點再擴大
就近部署，多地用起來一樣快

MC AI Gateway Framework

Make AI company infrastructure — governed, controlled, audited

1 Users & devices Laptop Phone Tablet Browser Single entry point Build
2 Zero-trust access Single sign-on Device posture Block unapproved AI Audit log Access revoked on exit Build
3 AI gateway Spend cap per person Routing & fallback Cache Central key custodyBYOK DLP: flag or block Usage analytics Build
4 Models Claude GPT Gemini Open models Runs in your own account Swap models seamlessly Build
5 Private knowledge Document parsing Vector indexRAG Storage, no egress fees Permission mapping Answers with citations Custom
Adoption Multilingual setup guide Training by function An AI contact in each team Real day-to-day work Support
Operate & govern Monitoring & alerts Monthly report and cost review AI use policy Quarterly model review Support

Data sources

Cloud drive and mailboxesDrive, SharePoint, shared mailboxes
ERP, CRM and storefrontOrders, stock, customers, reconciliation
Contracts, SOPs, price listsAsked most often, costliest to get wrong
Product assets and videoCatalogues, images, short video and subtitles

Design principles

Data stays in your own account, never used for training
Open standard APIs — any layer can be replaced
Pay for what you use; pilot before you scale
Deployed close by, so every office feels the same