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Making AI Work for Real · GroundAI
Making AI Work for Real · GroundAI
我們不賣軟體，也不是一堂課結束的教育訓練。
我們做的是完整的顧問陪跑——從理解您的工作方式開始，一步步把 AI 真正融入您的日常業務。
We don't sell software or one-off training. We provide full consulting support — understanding your workflows first, then systematically integrating AI into your daily operations.
訂閱了 ChatGPT 或其他 AI 服務，員工試用幾次後就放棄，最後變成每月白白花錢的訂閱費。
Subscribed to AI tools, employees tried a few times, then abandoned them. Monthly fees with no real return.
資深員工的經驗全在腦子裡，一旦離職，知識就流失，新人要重新摸索好幾個月。
Senior employees hold all the knowledge. When they leave, everything leaves with them. New hires start from scratch.
每天有大量相似的文件、郵件、報告需要處理，員工把時間花在低附加價值的工作上。
Endless similar documents, emails, reports. Your team spends hours on low-value tasks that AI could handle.
企業帳號被 AI 廠商無預警封鎖，知識與工作流程全部綁死在單一平台，一旦服務中斷，什麼都帶不走。
Enterprise accounts get suspended without warning. Knowledge and workflows locked into one platform — if the service goes down, you lose everything.
每個人各自下 Prompt、重複問同樣的問題，Token 費用不斷疊加，知識卻沒有沉澱。同樣 200 USD 的成本，沒有對的架構，你只得到 200 USD 的產出——而不是 4,000 USD。
Everyone prompts separately, asks the same questions repeatedly, costs keep stacking. Without the right architecture, $200 in AI spend gets you $200 in output — not $4,000.
調教好的工作流程、設定好的 AI 角色、累積的使用邏輯——全部存在別人的雲端平台。服務一漲價、一停止、一改版，重新來過。你花時間建的知識，不屬於你。
Your tuned workflows, AI roles, and accumulated logic all live on someone else's platform. When they reprice, shut down, or change — you start over. The knowledge you built isn't really yours.
三種架構，從低門檻試行到完全數據主權，按需選配
「低門檻啟動，即時獲取全球最強大腦」
「雙軌並行，兼顧導入速度與數據隱私」
「數據主權絕對化，打造企業專屬零資費大腦」
DKM 系統本體採單機版架構，不具備主動對外傳輸能力，導入人員完全接觸不到公司內部資料
顧問離場後，所有專業邏輯皆已封裝於 DKM 行為引擎，確保 AI 運作具備持續性與行為慣性
唯有在選擇方案一、二呼叫外部 API 時，資料才會依指令暫時離開受控區，其安全性由第三方資安政策定義
我們做的事，跟您在徵才時看到的「AI應用工程師」職缺描述是一樣的——只是用更系統化的方式，以顧問的身份協助您完成。
We do exactly what you'd hire an "AI Application Engineer" for — but as a consultant, with a systematic approach and full-year support.
我們不假設，而是花時間與您的團隊深入訪談，把所有工作項目整理成清單，找出最耗時、最重複、最適合 AI 協助的環節。
We don't assume. We conduct in-depth interviews with your team, map all work processes, and identify where AI can deliver the most value.
把您公司的知識、流程、規範輸入 AI 系統，設計懂您公司做事方式的專屬 AI 工作角色，而不是用通用的 AI 隨便回答。
We encode your company's knowledge, processes, and standards into AI roles that understand how your business operates — not generic AI responses.
針對不同職責的員工設計對應的使用方式，前兩週密集陪練，確保每個人都真正掌握，而不是看完就忘。
Tailored training for each role, with intensive hands-on support for the first two weeks. We stay until everyone is actually using it.
每月一次顧問會議，即時技術支援，每季成效評估報告。隨您的業務成長持續調整，不是做完就走。
Monthly consulting sessions, instant technical support, quarterly performance reports. We grow with your business — not a one-and-done service.
GroundAI 採用私有部署架構，您的知識庫、AI 角色、工作流程全部存在自己的環境裡。無論是 Claude、GPT-4、Gemini，甚至開源 LLM（Llama、Mistral 等），隨時可以切換，不需要重新建立任何東西。AI 廠商封號、漲價、服務中斷——都不會影響您的工作。
GroundAI uses a private deployment architecture. Your knowledge base, AI roles, and workflows live in your own environment. Switch freely between Claude, GPT-4, Gemini, or open-source LLMs (Llama, Mistral, etc.) at any time — no rebuilding required. Vendor suspensions, price hikes, or service outages won't affect your operations.
30 分鐘的電話或視訊，聊聊您公司目前的工作方式、最大的痛點是什麼。不需要任何準備，我們來問，您來說。
A 30-minute call to discuss your company's workflows and biggest pain points. No preparation needed — we ask, you share.
深入訪談您的團隊，整理工作清單，建立知識庫，設計 3–4 個符合您業務需求的專屬 AI 工作角色。
In-depth team interviews, work process documentation, knowledge base construction, and development of 3–4 custom AI roles for your business.
針對每位員工的職責設計對應的使用方式，前兩週密集陪練，確保每個人都能獨立使用，不是看完就忘。
Role-specific training for each team member, with intensive two-week hands-on support to ensure everyone can operate independently.
每月顧問會議、即時支援、每季成效評估。隨您的業務成長調整 AI 角色與知識庫，讓系統越用越好。
Monthly sessions, instant support, quarterly performance reviews. Continuously refine AI roles and knowledge bases as your business grows.
從個人工作者到中大型企業，GroundAI 都能協助您建立屬於自己的 AI 工作能力。
From solo freelancers to large enterprises, GroundAI helps you build your own AI workforce.
自由接案者、顧問、創作者——用 AI 把一個人的產能放大 3–5 倍，打造只屬於你的 AI 工作夥伴。
Freelancers, consultants, creators — multiply your output 3–5x with AI built around your unique workflow.
2–15 人的工作室或小公司，讓每個人都有自己的 AI 助手，讓小團隊發揮大公司的執行力。
2–15 person studios or small companies — give everyone their own AI assistant and execute like a much larger team.
不需要雇用 AI 工程師，由 GroundAI 擔任您的 AI 部門，協助各部門導入 AI 工作流程。
No need to hire AI engineers — GroundAI becomes your AI department, helping every team adopt AI workflows.
協助企業從零建立內部 AI 能力，包含 AI 角色設計、知識庫建置、員工訓練，打造真正的 AI 部門。
Help enterprises build internal AI capabilities from scratch — AI role design, knowledge bases, staff training, forming a true AI department.
報價文件、品管記錄、多語言客戶溝通——把最耗時的重複作業交給 AI，讓專業人員專注在核心工作。
Quotations, QC records, multilingual client comms — let AI handle repetitive tasks so your experts focus on core work.
內容創作、客服自動化、法律財務文件處理——任何知識密集型工作，都是 AI 導入的最佳場景。
Content creation, customer service automation, legal and financial document processing — knowledge-intensive work is where AI delivers the most value.
DKM 本身就是最好的證明——由 12 個專業 AI 角色組成的開發團隊驅動，包含 CEO、CSO、法務、各領域工程師，各司其職、協同運作。這不是比喻，這是 DKM 真實的運作方式。現在，我們把同樣的架構複製到您的事業裡。
DKM itself is the proof — powered by a team of 12 specialized AI roles including CEO, CSO, legal counsel, and engineers across disciplines, each with a defined role, all working in sync. This isn't a metaphor. This is how DKM actually operates. Now we replicate this architecture for your business.
不是一個人在戰鬥
是一個人帶領整個 AI 公司
Not working alone —
Commanding an entire AI-powered company.
每日例行性文件、郵件、報告處理時間大幅縮短
Significantly less time on daily routine documents, emails, and reports
AI 工作夥伴協助處理大量基礎工作，讓你專注在高價值決策
AI handles volume work so you focus on high-value decisions
知識庫與 AI 角色讓新人快速上手，不再依賴老師傅口耳相傳
Knowledge base and AI roles let new hires get up to speed without relying on tribal knowledge
私有部署，所有知識庫與數據存在您自己的環境，不依賴任何雲端廠商
Private deployment — all data stays in your environment, no cloud vendor dependency
完全可以。GroundAI 的設計原則就是讓非技術人員也能使用 AI。我們會處理所有技術面的設定，您的團隊只需要學會如何「跟 AI 說話」——這不需要任何程式背景。
Absolutely. GroundAI is designed so non-technical users can work with AI. We handle all technical setup. Your team only needs to learn how to "talk to AI" — no programming background required.
不會。我們的導入方式是「漸進式」的——先從最耗時的一兩個工作場景開始，確認順暢後再擴展到其他場景。不需要停工，不需要大規模系統更換。
No. Our implementation is gradual — we start with one or two of your most time-consuming workflows, confirm they run smoothly, then expand. No downtime, no major system overhauls.
非常適合。事實上，個人工作者和小工作室是最能感受到 AI 導入效益的族群——因為每個人都要身兼多職，AI 等於幫你多了幾個分身，讓你一個人能做好幾個人的工作。
Very much so. In fact, solo workers and small studios benefit the most — because everyone wears multiple hats. AI gives you several extra pairs of hands, letting one person do the work of many.
可以，而且永久可用。DKM 工具永久提供使用——即使合約到期，您建立的知識庫、AI 角色、工作流程全部都還能繼續使用，不會因為停止付費而失效。我們服務的價值在於協助您建立這套系統，系統本身永遠屬於您。
Yes, and permanently. DKM is provided for permanent use — even after your contract ends, your knowledge base, AI roles, and workflows keep working. Nothing shuts off when you stop paying. The system always belongs to you.
GroundAI 的目標是讓您的團隊真正「畢業」——合約期間我們會持續陪練，確保每位成員都能獨立操作、自行新增角色和技能。合約結束後，您的團隊不需要依賴我們，也能繼續發展和優化自己的 AI 工作系統。
GroundAI's goal is for your team to truly graduate — during the contract we continuously coach, ensuring every member can operate independently and create new roles and skills on their own. After the contract ends, your team can keep growing without relying on us.
不需要。訓練模型是 Google、OpenAI 在做的事，成本幾千萬起跳，99% 的企業根本不需要。您真正需要的是：讓現有的 AI（Claude、GPT-4 等）學會您公司的做事方式——透過知識庫和角色設計，成本差了幾百倍。
No. Training models is what Google and OpenAI do — costs tens of millions. 99% of businesses don't need it. What you need is to teach existing AI (Claude, GPT-4, etc.) your company's way of working — through knowledge bases and role design. Hundreds of times cheaper.
ChatGPT 是通用工具，每次對話都從零開始，不記得你是誰、不了解你的工作方式。GroundAI 幫您建立的 AI 工作角色，知道您公司的知識、流程和規範，越用越準、越用越懂你。
ChatGPT is a general tool that starts from scratch every conversation — it doesn't know who you are or how you work. The AI roles we build know your company's knowledge, processes, and standards. They get smarter the more you use them.
DKM（Dynamic Kernel Mesh）是一套開源 AI 框架，依 AGPL 3.0 授權公開，支援 Claude、GPT-4、Gemini、Llama 等多種大型語言模型自由切換。它讓企業可以在自己的環境裡部署 AI，建立私有知識庫、設計專屬角色與工作流程，而不依賴任何單一 AI 廠商。
DKM (Dynamic Kernel Mesh) is an open-source AI framework licensed under AGPL 3.0, supporting Claude, GPT-4, Gemini, Llama, and more. It lets businesses deploy AI in their own environment, build private knowledge bases, and design custom roles and workflows — without depending on any single AI vendor.
現在就是好時機。不需要等 AI「更成熟」——目前的模型能力已足夠應付大多數企業的日常工作需求。越早開始建立知識庫和工作流程，越早累積屬於自己公司的 AI 競爭優勢，而這個優勢會隨著時間持續加深。
Now is the right time. There's no need to wait for AI to be "more mature" — current models are already capable enough for most business workflows. The earlier you start building your knowledge base and workflows, the earlier you accumulate AI competitive advantage that compounds over time.
不會。AI 的作用是把員工從重複性、耗時的工作中解放出來，讓他們能專注在更需要判斷力和創意的工作上。導入 AI 不是減少人，而是讓每個人的產出放大，讓小團隊能做大團隊的事。
No. AI frees employees from repetitive, time-consuming tasks so they can focus on work that requires judgment and creativity. Adopting AI isn't about reducing headcount — it's about amplifying each person's output, letting a small team do the work of a large one.
GroundAI 的每位客戶均受保密協議（NDA）保護。導入的應用系統透過 Claude、GPT-4 等大型語言模型運行，資料在傳送給 LLM 處理時，我們無法百分之百確保 LLM 廠商的資料使用政策。但我們能確保的是：您的知識庫、角色設定、工作流程等所有訓練成果，全部存放在您自己的本地端或私有雲環境，永久留存、不會消失，也不依賴任何外部廠商。
Every GroundAI client is protected by a Non-Disclosure Agreement (NDA). Our systems run through large language models like Claude and GPT-4, and we cannot fully guarantee how LLM vendors handle data during processing. What we can guarantee: your knowledge base, role settings, and all trained workflows are stored entirely in your own local or private cloud environment — permanently retained, never disappearing, and independent of any external vendor.
您的知識庫和所有建立的系統，存在您自己的本地端或私有雲環境裡，不經過任何第三方雲端儲存。即使 AI 廠商出現問題，您的資料完全不受影響，也不會因為停止服務而消失。
Your knowledge base and all built systems live in your own local or private cloud environment — never passing through third-party cloud storage. Even if an AI vendor has issues, your data is completely unaffected and won't disappear if service stops.
GroundAI 所使用的 DKM AI 應用系統，內建 AIBE（AI Behavior Engine）AI 行為治理引擎。所有 AI 的操作行為都必須經過人類明確同意才能執行，AI 沒有權力自主採取任何行動。無論是刪除、修改還是移動資料，都需要您的團隊主動確認，從架構層面杜絕 AI 自作主張的可能性。
DKM includes AIBE (AI Behavior Engine), a built-in AI governance system. Every AI action requires explicit human approval before execution — AI has no authority to act autonomously. Whether deleting, modifying, or moving data, your team must actively confirm each action, eliminating the possibility of AI acting on its own at the architecture level.
DKM 支援 Claude、GPT-4、Gemini、Llama 等多個大型語言模型自由切換，不綁定任何單一廠商。即使某個 AI 服務停止，您只需要切換到其他模型，所有知識庫、角色和工作流程完全不受影響，繼續正常運作。
DKM supports free switching between Claude, GPT-4, Gemini, Llama, and more — no vendor lock-in. If any AI service shuts down, simply switch to another model. All your knowledge bases, roles, and workflows continue working without disruption.
私有部署架構特別適合資安要求高的產業。所有資料、知識庫、工作流程都在您自己的本地端或私有雲環境內運行，不經過任何第三方服務商，完全符合高規格資安需求。
Private deployment architecture is especially suited for industries with strict security requirements. All data, knowledge bases, and workflows run entirely within your own local or private cloud environment — never passing through third-party services, fully meeting high-security standards.
GroundAI 提供兩種方案：輕量試行方案 NT$120,000（3個月，分三期月付）、年度顧問方案 NT$450,000（12個月，分四期付款）。超過 10 人的團隊依人數區間另有加價方案。所有方案均不含 AI 軟體訂閱費（如 Claude、ChatGPT），該費用由貴公司自行負擔，報價均未稅。
GroundAI offers two plans: Starter Plan at NT$120,000 (3 months, 3 monthly payments) and Annual Plan at NT$450,000 (12 months, 4 installments). Teams over 10 people have tiered add-on pricing. All plans exclude AI software subscriptions (Claude, ChatGPT, etc.), which are billed separately. Prices exclude tax.
有。輕量試行方案專為想先小規模驗證效益的團隊設計，3個月、每月 NT$40,000，包含 1-2 個 AI 角色框架建立、知識庫架構、2-3 位成員教育訓練，以及 3 個月輕量顧問支援。試行結束後升級年度方案，可折抵 NT$50,000。
Yes. The Starter Plan is designed for teams wanting to validate AI adoption at smaller scale — 3 months at NT$40,000/month, including 1-2 AI role frameworks, knowledge base setup, training for 2-3 members, and 3 months of light consulting. Upgrading to the annual plan after trial gives a NT$50,000 discount.
所有方案均採分期付款，不需要一次全付。輕量試行方案分三期月付，每月 NT$40,000；年度方案分四期依服務進度付款。這樣的設計讓您可以邊看成效邊付款，降低決策風險。
All plans use installment payments — no lump sum required. The Starter Plan is paid monthly in 3 installments of NT$40,000. The Annual Plan is paid in 4 installments tied to service milestones. This lets you pay as you see results, reducing your risk.
試行期間我們會設定明確的成效評估指標，讓您有具體依據判斷效益。若試行結束後決定不升級年度方案，您已建立的知識庫架構和學到的操作能力仍然完整保留，DKM 工具也繼續可以使用，不會因為不續約而失去任何成果。
During the trial we set clear success metrics so you have concrete benchmarks to evaluate results. If you decide not to upgrade after the trial, your knowledge base architecture and operational skills are fully retained, and DKM continues to be available — nothing is lost if you choose not to renew.
您可以直接加入 GroundAI LINE 官方帳號與我們諮詢，說明您的需求與現況，我們會盡力協助您找到最適合的方式，給予您最大的支持。
You're welcome to join the GroundAI LINE official account and chat with us directly. Share your needs and situation, and we'll do our best to help you find the most suitable approach and give you the support you need.
工具需要有人教你怎麼用，還要真的適合你的工作方式，才能真正發揮價值。我們的工作，就是讓 AI 真正為你所用。
Tools need to be properly taught and adapted to your workflows before they deliver real value. Our job is making AI genuinely work for you.
我們不從技術出發，而是從您的實際業務需求出發。先理解您怎麼工作，再決定怎麼導入 AI，而不是反過來。
We start from your real business needs, not from technology. First understand how you work, then decide how to integrate AI — not the other way around.
採用 DKM 開源技術，具備永久記憶、強制治理、數據自主權三大核心能力，由資深資安與系統架構專家開發，適合企業級 AI 工作流程。
Built on DKM open-source technology with permanent memory, mandatory governance, and data sovereignty — developed by senior security and architecture experts for enterprise AI workflows.
我們相信每一家中小企業都值得有自己的 AI 工程能力，
不需要靠一個昂貴的正職員工，也不需要了解複雜的技術——
你只需要一個真正懂你業務的顧問夥伴。
Every SME deserves their own AI capabilities —
without expensive full-time staff or complex technical knowledge.
You just need a consulting partner who truly understands your business.
直接預約 30 分鐘免費諮詢，選一個您方便的時間
Book a free 30-minute consultation at a time that works for you
📅 預約諮詢時間Book a Time Slot掃描 QR Code 或搜尋帳號 ID 加入好友
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