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AI 時代下的創新 Data Fabric 與數據中台

超越傳統數據中台,用「虛擬化技術」打造企業數據大腦

秒速洞察商機
終結 ETL 造成的決策延遲

無需等待數天的資料搬遷排程,賦能團隊即時洞察市場,決策永遠快人一步

建立單一事實來源
告別跨部門的數據矛盾

建立統一的業務語義層,確保全公司上下,都基於同一份可信數據進行溝通與決策

釋放 IT 核心產能
打破業務創新的數據瓶頸

將 IT 團隊從無盡的數據提取需求中解放出來,同時賦予業務團隊自助分析的能力

傳統 Data Fabric V.S. Logical Data Fabric

兩種 Data Fabric 路徑,您選哪一種?

所有企業都想透過 Data Fabric 釋放數據價值,但不同的選擇路徑,將決定專案是事倍功半,還是事半功倍。下表比較傳統「物理整合」與 Denodo「邏輯整合」兩種路徑的優劣,幫助企業掌握最新一代更省力的選擇

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傳統 Data Fabric 作法

Logical Data Fabric 作法 |Denodo

定義

一個廣泛的數據整合架構設計,可混合多種技術

一種以資料虛擬化為核心技術來實現的 Data Fabric 架構

整合思維

物理集中 (ETL/ELT) 與邏輯存取:先搬到一個地方再說

邏輯整合:不搬,直接在源頭取用

核心技術

依賴 ETL、數據複製、串流

資料虛擬化 (Data Virtualization)

敏捷性

慢 (數月至年) 若涉及大量 ETL,開發與修改速度較慢

快 (數週至月) 開發速度快,對業務需求變化的反應更敏捷

架構彈性

低 (改動成本高)

高 (快速適應業務變化)

數據即時性

延遲 (依賴批次更新)

即時 (Real-time)

IT 維運成本

高 (需維護複製後的數據與管線)

低 (簡化數據架構)

對來源系統影響

物理搬遷可能增加來源系統負擔

對來源系統的影響較低,不改變原始數據

67
Years

Recognized in the Forrester Wave for 6 Consecutive Years

65
Years

Named a Leader in the Gartner Magic Quadrant for 6 Consecutive Years

>10
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93% of Users Recommend Dataiku on Gartner Peer Insights

Denodo 打造各產業的數據平台

Cross-Industry Universal Processes by Department

UiPath is a globally recognized leader in Robotic Process Automation (RPA). It's an AI-driven business automation platform, consistently ranked at the top in the industry. UiPath helps businesses automate a wide range of processes, delivering a strong return on investment.

Finance and Accounting

  • Procure-to-Pay (P2P)

    Vendor creation, requisition, PO generation and management, payment process, reporting, invoice processing.

  • Order-to-Cash (O2C)

    Quote management, cash application, customer creation, credit check.

  • Record-to-Report (R2R)

    General ledger/cross-company consolidated reporting, bank reconciliation, fixed assets, closing, consolidated reporting.

Human Resources

  • Recruitment and Employee Onboarding/Offboarding

    Candidate search, screening, pre-employment verification, development and deferred recruitment data, new employee onboarding, system setup for new employees, employee offboarding, etc.

  • Training and Development of Employee Capability

    Management of new employee introductions and training, creation and management of reports, etc.

  • Employee Performance Management

    Compliance management, attendance, and time management.

Supply Chain Management

  • Pre-sales Planning

    External data collection and reporting for sales forecasting, demand planning, supplier planning, sales and operations reconciliation.

  • Source Control

    Supplier investigation and selection, catalog management, P-card user management, replenishment orders, purchase order management, and goods receipt monitoring.

零售、電商數據平台

打造 360° 顧客視圖,驅動全通路成長

顧客數據散佈在線上與線下多個平台,難以建立完整的客戶樣貌。Denodo 快速串聯所有客戶接觸點,即時建立完整的客戶 360 度視圖,為個人化體驗與精準行銷提供數據燃料。

Denodo 如何創造價值?

  • 顧客洞察與個人化行銷

    全通路消費行為整合、個人化商品推薦

  • 庫存與物流管理

    銷售、倉儲、供應商數據即時同步、補貨自動化

  • 營運與商業分析

    即時營運儀表板、行銷活動成效評估

政府機關數據平台

整合跨部會數據,實現單一窗口服務,公共服務效率大躍進

系統老舊、跨部會數據無法互通,影響公共服務效率與數據應用。Denodo 快速整合跨部門數據,實現單一窗口服務,在確保數據隱私與安全的同時,提升市民服務品質。

Denodo 如何創造價值?

  • 公共服務與智慧城市

    跨部會數據串聯、市民一站式服務、智慧城市應用

  • 危機應變與決策支援

    疫情追蹤、突發事件處理

UiPath Platform Capabilities

Everything You Need to Discover, Automate, and Operate Your Business Processes End to End.

UiPath is a globally recognized leader in Robotic Process Automation (RPA). It's an AI-driven business automation platform, consistently ranked at the top in the industry. UiPath helps businesses automate a wide range of processes, delivering a strong return on investment.

data-fabric-structure-denodo

Connect|廣泛連接所有數據源

Denodo 平台的底層是一個強大的連接層,能像「萬用轉接頭」一樣,無縫連接企業內外部的所有數據資產,而無需預先複製它們

異質源整合

支援超過 200 種資料來源,無論是地端的 Oracle、SAP,雲端的 Snowflake、S3,還是 SaaS 應用 (Salesforce) 的 API,都能輕鬆連接

即時存取

採用「查詢時整合」(Query-time Integration) 的模式,直接從源頭存取最新數據,徹底告別批次處理的延遲

Combine|智慧整合為單一視圖

這是 Denodo 的魔法核心——邏輯層。在這裡,我們用虛擬化的方式,將分散的數據整合、轉換,並賦予統一的業務意義,無需進行耗時費力的物理搬遷

邏輯數據模型 (Semantic Layer)

透過視覺化建模工具,輕鬆建立跨系統的統一業務視圖(例如「客戶 360 視圖」),讓所有人都能用相同的業務語言理解數據

AI 智慧查詢優化 (AI-Powered Optimizer)

內建的 AI 引擎會自動優化查詢路徑,以最有效率的方式從底層系統獲取數據,確保最佳查詢效能,兼顧速度與成本

Consume|以任何形式多元交付

一旦邏輯數據模型建立完成,Denodo 就能將這些整合好的數據,以各種標準化、安全的形式,「服務」給任何需要它的使用者或應用程式

實現數據即服務 (Data as a Service)

可將數據發布為即時的 API (REST/OData/GraphQL)、BI 工具的數據源 (Tableau/Power BI),或供數據科學家直接透過 SQL/Python 存取

整合式數據目錄 (Integrated Data Catalog)

提供類似 Google 搜尋的介面,讓業務人員也能輕鬆地搜尋、理解並自助取用他們需要的數據

Govern|全域治理與安全管理

安全性與治理是 Denodo 平台的基石,而非事後附加的功能。所有數據的存取,都在一個集中化的平台受到嚴格控管

集中式安全控管

提供精細化的角色權限管理 (Row/Column-level Security)、數據遮罩 (Data Masking),確保對的資料只給對的人看,保障企業數據安全

數據血緣追蹤 (Data Lineage)

清晰地追蹤數據從來源到最終應用的完整路徑,輕鬆滿足法規稽核

Unique features and Core capabilities

What Makes UiPath Keep Maintaining its Market Leadership

By leveraging these unique features and core capabilities, UiPath delivers a comprehensive automation solution that drives efficiency, productivity, innovation, and resilience in corporate environments.

denodo-semantic-layer
denodo-centralized-governace-n-control
Interface of Denodo's self service Analytics & Discovery

Citrix Desktop Architecture

UiPath focuses on security, compliance, and governance, ensuring secure automation processes within Citrix environments. Features like role-based access controls, encryption, and Veracode-certified code enhance data protection.

Ease of Use

UiPath's intuitive platform empowers users without extensive technical knowledge to easily automate tasks, promoting adoption and enabling employees to focus on strategic tasks like innovation and customer interaction.

Scalability

With intelligent scaling through features like Orchestrator, UiPath ensures efficient automation deployment, enabling businesses to handle varying workloads effectively while maintaining operational rigor.

Ready to build the competitive edge of UiPath human-machine collaboration?

Our RPA Introduction Consultants will help you choose the type of process with the highest ROI