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向質彬 | SAP 平台解決方案總監
無縫接軌智能企業 -雲端平台整合新勢力SAP HANA + SAP Intelligent Technology
以智慧農業產業為例雲端平台正在將傳統的農業價值鏈轉化為數字化轉型的生態系統
消費性農產品公司回歸到農民端 (產地直銷與附加價值)
農業投入公司 (Agro-input companies) 邁向「多樣性整合服務」
農業投入公司將產品銷售轉換為服務導向的網路生態系統
種子育苗廠商
農民或種
植者
農具機器設
備商
農畜業貿易/合作
社
Network
消費者食品
/(產品)公司
食品加工
Network
Network
Network
Network
物聯網 大數據 人工智慧
消費者
食品
加工 零售
食品製造
和包裝貿易商與
合作社
農畜業
生產
育種,醫
藥,農場
設備
作物育苗
雲平台商務整合 商務整合生態網絡
數位化時代正向智慧化時代轉變
使能技術
客戶價值創造
工業自動化 業務流程自動化 雲端與行動優先 智慧企業
數位宇宙 - 全球數位資料儲存 (1 Exabyte,即艾位元組或EB= 100萬GB)
• 廣泛採用個人電腦• 寬頻互聯網• ERP和業務流程技術
• 行動和智慧手機無處不在• 雲端運算• 社交網路• 大數據
• 機器學習和人工智慧• 物聯網和分散式運算• 區塊鏈
• 電晶體和矽革命• 採用大規模大型主機計算• 個人電腦的出現• 工廠車間自動化
大型機器&個人電腦1960s – 1980年代
用戶端伺服器與互聯網1990s - 2000年代
智慧技術2010s - 2020年代
雲端、行動與大數據2000s - 2010年代
3 EB 5 EB 280 EB 40–50,000 EB
智慧企業提升員工專注於更高價值的任務
時間1960-1980s 1990-2000s 2000-2010s 2010-2020s
生產率
高價值任務
重複性任務
自動化任務
工業自動化 業務流程自動化 雲端與行動優先 智慧企業
SAP 賦能智慧企業
客戶體驗
智慧製造
與供應鏈
數位核心 人資管理
差旅與網
絡管理
數位平台
Digital Platform
智慧企業套件解決方案
Intelligent Suite
智能科技
Intelligent Technologies
SAP
Cloud
Platform
Management SuiteHANA Data
SAP HDMS (HANA Data Management Suite) 資料管理套件願景
Cloud and Architecture Flexibility
(雲與彈性的架構)
Cloud freedom for data systems,
applications, and system development
Connected, Intelligent Data
(互連, 智慧的數據)
Single, unified view enabling
advanced applications and data
management
Trusted Data
(可信賴的數據)
Data you can rely on for
your business decisions
SAP HANA Data Management Suite is an open and modular, hybrid
and multicloud enabled solution suite that orchestrates all the data you
need into a trusted, unified landscape. It enables secure, governed
enterprise class applications and analytics by reducing complexity.
SAP HANA Data Management Suite 帶給客戶的價值是什麼?
Capabilities Before After
Business understanding1 Weak Comprehensive
Business modeling LimitedComprehensive
(business & technical)
Central meta data
understandingLimited Comprehensive
Self Service Limited Open
Security Weak Enterprise grade
Governance Limited Comprehensive
Lineage & traceability Limited Comprehensive
Central monitoring Limited Comprehensive
Advanced use cases
(e.g. Machine Learning)Inhibited Possible
Latency Batch Real-time
1Of customer, supplier, product, employee, reseller, etc
Third-party
Finance and
Planning
Visualization
Tools
Statistical
AnalyticsSpreadsheets
SAP
Business
Objects
Decision
Intelligence
Systems
Third-party
Finance and
Planning
Visualization
Tools
Statistical
AnalyticsSpreadsheets
SAP
Business
Objects
Decision
Intelligence
Systems
Current customer situation
SAP HANA Data Management Suite
SAP HANA DATA MANAGEMENT SUITE
Development platform for
applications that need analytics
on real-time transactions
Unified UX across
administration and development
tools from SAP & third-party
Data governance, anonymization,
and pipeline flow to protect and
refine data across the landscape
Modelling across business,
data, and technology
Applied AI to automate data
operations and pre-defined
business application scenarios
In-memory multi-model analytics
and data processing on a
distributed computing framework
Common metadata catalog,
business models, and
comprehensive data governance.”
SAP HANA Data
Management Suite
On Premise | Hybrid | Multi-cloud
Today Future
Seamless Cloud Service
SAP HDMS (HANA Data Management Suite) 資料管理套件Common capabilities today and tomorrow
SAP HDMS (HANA Data Management Suite) 資料管理套件
SAP 智慧企業套件 SAP 創新系統和 SAP 分析雲 協力廠商應用
SAP HANA 資料管理套件
記憶體事務和分析
資料探索&治理
資料編排& 集成
數據清洗& 增強
資料存儲& 計算
SAP HANA
SAP Data Hub 數據樞紐
SAP 企業架構設計
SAP 雲平臺 | 大數據服務
協力廠商服務和產品
Spark
Hadoop
協力廠商資料庫
協力廠商資料管理
混合雲管理
SA
P 雲
平臺
業務資料 雲應用資料 物聯網 空間資料l 社交數據 影像
On Premises Multi-Cloud
SAP 附加API的服務和產品
SAP HANA 空間服務
SAP HANA 區塊鏈服務
SAP HANA 流分析
其他 SAP 雲平臺和SAP 創新系統 服務
可信賴的數據 | 互聯, 智慧的數據 | 雲與彈性的架構
Improve
• Manage content lifecycle
• Implement access controls,
anonymization, and encryption
• Embed validation checks into
business process and data
entry workflow
• Implement archiving, retention
and deletion policies and rules
Enrich• Cleanse, match, consolidate
and enrich data
• Continually monitor and
measure data quality
• Manage and synchronize
master data across
applications
Discover• Discover and document where
data & content resides
• Discover and document how
your data moves throughout
your organization
• Identify and document what
data & content is subject to
which internal policies and
external regulatory
requirements
Trusted data 可信賴的數據Data you can rely on for your business decisions
Connected, intelligent data 互聯, 智慧的數據A single, unified view enabling advanced analytics
Rationalize
Filter
Cleanse
Stream
ETL
Dynamic
Access
Managed
Data
Access
DataAll
da
ta s
ou
rce
s a
nd
typ
es
Multi-Cloud and Hybrid
Cloud Computing
Data Lake /
Hadoop Integration
SAP HANA Data Management Suite
OrchestrationIngestion Governance Security
Federation Modelling Tiering Ageing
Data LakeMulti-Cloud
Query data wherever
it resides
Ingest data from various
data sources with smart
data integration
Capture relevant
events with smart
data streaming
Ensure accurate
data with data quality
Cloud and architecture flexibility 雲與彈性的架構Freedom for data systems, applications, and system development
Provides freedom of movement
and synchronization of data,
instances and queries spanning
local, private and multi-public
clouds
SAP HANA
Enterprise Cloud
SAP Cloud
Platform
SAP Data
Management Suite
Private cloud
On premise
SAP Cloud Platform 雲平台作為企業數位轉型平台
SAP S/4 HANASAP
BW/4 HANA SAP Cloud Platform
SAP Cloud Applications
CustomerSpecific
and 3rd PartyApplications
BusinessObject Cloud
and Digital Boardroom
SAP API Business Hub
Business Services IoT serviceML ServicesUX Services Mobile Services
Big Data Cloud
VoraSAP HANA
SAP Fiori SAP Cloud Platform Integration
SAP 雲平台 High-level overview
Business Services CommerceLocalization/
Tax...
Platform Services Integration Mobile / UX Analytics IoT
(Big) Data Services:
SAP HANA
SAP ASE Redis
PostgreSQL MongoDB
Data & Storage
ServicesHadoop
SAP Vora2
On-Premise /
Managed
Cloud
SAP S/4HANA
SAP Business Suite
SAP Business
Warehouse
SaaS
SAP S/4HANA
SAP SuccessFactors
SAP Cloud for Customer
SAP Ariba
Concur
SAP Fieldglass
SAP Business ByDesign
1) BETA , 2) planned innovations / future direction
Collaboration Security Blockchain2 Machine
Learning
…
1 2
Virtual
Machines
Dev / Ops
Development
Lifecycle Management
Profiling
Monitoring
Debugging
Performancestatistics
Programming
models
HTML5
XSJS/XSA
Java
SAP Web IDE /
SAP API Business
Hub
Cockpit Marketplace
Development Operations Commerce
SAP Cloud Platform
Node.js
Python
Community
buildpacks
SAP Intelligent Technologies
SAP 智能企業 –解決方案產品路線圖
Learning Recommender
Job Analyze
rEmployee Self Service Bot Total Workforce
Insights
Resume Matching
Manager & Administrator Self
Service Bot
Career Planning "People like me"
Knowledge Bots
Payroll Fraud Detection
SAP Fieldglass Live Insights
Job Matching for Candidates
Support and Productivity Bots
Job Seeker Resume Ranking
Intelligent Customer Experience Suite
Lead Intelligence
Customer Retention
Ticket Intelligenc
e
Product & OfferRecommendation
Influencer Map & Deal Finder
Multi-TouchCustomer
Attribution
Contextual Merchandizing
Self-Writing Expense
Computer Vision
Receipts
Anomaly Detection
AI ExpenseApproval
s
Invoice Digitization
AI InvoiceProcessing
Itinerary Capture
Chatbot BookingsRisk Impact
Predictions
AutomatedDuty of Care
Proactive Assistant
SemanticContract Repository
Item Recommendation
Self-Service Contracts
Attribute Normalization
Semantic Search
Item Normalization
Sourcing Optimization
Sourcing Recommendation
Job Matching
TimesheetAnomalyDetection
Program Office Guidance
JobNormalization
Statement ofWork Builder
Contract Consumption
SAP Tax Compliance Smart Automation
Payment Block- Cash Discount at Risk
Smart Alerts for Real Spend and P&L Analysis
Demand-Driven Replenishment Adjustment
Stock in Transit
Sales Performance Prediction
CashApplication
Predictive Engineering
Insights
Predictive & Prescriptive Maintenance
Demand Sensing
Predictive Overall Equipment
EffectivenessPredictive Quality Management
Smart Worker Enablement on
Shop Floor
Supply Chain Segmentation
Advanced Forecast Accuracy
ML Foundation
SAP C/4HANA
SAP S/4HANA®
Manufacturing & Supply Chain
Conversational AI End-to-end suite
Intuitive UX Any language Q&ASAP CoPilotintegration
Context Management
Insurance Bot Industry BotsIntegration with
an additional CRM
Train your own model
Table extraction
Custom. Image segmentation
Data Scientist notebook support
Custom. recommender
Handwriting recognition Data pipelines
SAP Success Factors
SAP Concur
SAP Ariba
SAP Fieldglass
*this is the current state of planning and may be changed by SAP at any time without notice.
SAP CoPilot當 SAP ERP 數位核心遇見人工智慧
用自然語言提問,系統自動尋找和告知希望的資訊
收到更切實際的建議
可以整合多個系統
系統可以自己學習和改進
更開放、更具擴展性
為數據整合發愁
手工處理資料
很難發現針對性對策
多頭溝通
現在
SAP Cash
Application
SAP Service
Ticketing Accelerate customer service
in an omni-channel front
office
Functional service: Image Similarity Scoring
Demo
Functional service: Topic detection
Demo
Thank You.
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