Modern Enterprise data management

1. Igor G Gonchar, Chief Data Officer of BE Group
Igor.Gonchar@be.xyz
iggonchar56@gmail.com
BUILDING A DATA DRIVEN ORGANIZATION
AND TURNING DATA INTO AN STRATEGIC ASSET
1

2. AGENDA
Monetization of the data
Information Management
from revolution to evolutions
Modern Information
Management
2

3. AGENDA
Information Management
from revolution to evolutions
3

4. ENTERPRISE CAPITAL ASSETS
FINANCIAL CAPITAL
More than ever,
managing, monitoring,
and optimizing financial
capital within the
enterprise becomes an
increasingly complex
challenge
FINANCIAL CAPITAL
More than ever,
managing, monitoring,
and optimizing financial
capital within the
enterprise becomes an
increasingly complex
challenge
HUMAN CAPITAL
Human capital is a
precious commodity
that drives our business.
It must be optimized as
the talent pool gets
shallower
HUMAN CAPITAL
Human capital is a
precious commodity
that drives our business.
It must be optimized as
the talent pool gets
shallower
INFORMATION
CAPITAL
Information is at once
the raw material, work
in process, and finished
goods for an
organization
INFORMATION
CAPITAL
Information is at once
the raw material, work
in process, and finished
goods for an
organization
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5. 5
ENTERPRISE DATA ARCHITECTURE
Design
Create
Test
Retain
Retrieve
Sunset
Establish
Manage
Change
Monitor
Maintain
Optimize

6. 6
New Initiatives Increasingly Focused on Optimization
Organizations Striving for Competitive Advantage
Business
Optimization
Business
Automation
Innovation,
Competitive Advantage
CRM
ERP & Financial
Apps
Faster Processing,
Reduced Costs
Application
Information
Supply Chain
Management
Financial Risk
Insight
Dynamic Demand
Planning
Customer
Profitability

7. BusinessValueofInformation
Information Maturity
Supplier & Partner collaboration
Complete insight: content analytics
Marketing & Web analytics
Optimized insight: prescriptive analytics
Contextual, role-based information
Insight: Real-time descriptive analytics
Foresight: predictive analytics
Single version of truth for analytics
Single view of key business entities
Information governance
Information for business automation
Multiple versions of truth
Management by spreadsheet
Information overload
Historical analytics
Basic Information
Interaction
Focus on Data
And Reporting
Optimized
Business
Performance
Real-time Single
View of the Truth
Break-away with
Analytics
INFORMATION MATURITY MODEL
Data to Run
the Business
Information
to Manage the Business
Information as a
Strategic Asset
Information as a
Differentiator
Information to
Enable Innovation
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8. INFORMATION MANAGEMENT FOR BUSINESS OPTIMANIZATION
Planning and
Budgeting
Customer
analytics
Cost &
Resource
Management
Product and
Marketing
Management
Management
reporting Business optimization
Supporting processes of the
financial and operation
management and forecasting
Creating and sustenance
holistic and consistent data
source
Information
life cycle management
Other
Information
Sources
8

9. TECHNOLOGY APPROACH NEVER CHANGES
JUST BECAME THE MOST COHERENT
Analyze
Integrate
Transactional & Collaborative
Applications
Manage
Internal & External
Information
Sources
Marts
Streams
SandBoxes
Master
Data
Content
Data
Streaming
Information
Data
Warehouses
Data Governance
Quality
Security &
PrivacyLifecycle
Data
Isolation
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10. AGENDA
Monetization of the data
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11. MONETIZE YOUR DATA USING ADVANCED ANALYTICS
Models
Analytics
Data
Data sources:
Business automation
Content
Instrumentation
Sensors
Web
Streaming Data
“real world”
Model:
a mathematical or
algorithmic
representation of
reality intended to
explain or predict
some aspect of it
Decision executed
automatically or
by people
11

12. Breakaway Approach
Informed, Real-time Decisions at the Point of Impact…
A non-trivial shift to new ways of working
Sense and respond
Instinct and intuition
Automated
Skilled analytics
experts
Back office
Predict and act
Real-time, fact-driven
Optimized
Everyone
Point of impact
Lack of
Insight
Inability
to Predict
Inefficient
Access
Variety
Volume
Velocity
Information Challenges Traditional Approach
New Approach
12
Veracity
Inability
to Trust

13. PREDICTIVE ANALYTICS
UNDERSTAND
PREDICT
ACTION
13

14. Data
Sources
Apps
Sensors
&
Devices
People
Data Intelligence
Data Intelligence
Action
Apps
Automated
systems
TRANSFORM DATA INTO INTELLIGENT ACTION
14

15. Intelligence
Cortana
Cognitive
Services
Bot
Framework
USING EXCLUSIVE, ADVANCED INTELLIGENCE TECHNOLOGIES
• Preconfigured Solutions
• Dashboards and Visualizations
• Machine Learning and Analytics
• Big Data Store Information Management
15

16. AGENDA
Modern Information Management
16

17. Measures effectiveness of
leveraging data & analytics to
power business
Business
Monitoring
Business
Insights
Business
Optimization
Insight
Monetization
Business
MetamorphosisKey Business
Processes
THE JOURNEY TO A MODERN DATA CULTURE
17

18. Measures effectiveness of
leveraging data & analytics to
power business
Business
Monitoring
Business
Insights
Business
Optimization
Insight
Monetization
Business
MetamorphosisKey Business
Processes
The Learning & Intelligent Enterprise
Self-diagnosis and Self-learning
Augmenting Enterprise Intelligence
(Reinforcement Learning. Artificial
Intelligent, Cognitive Computing)
Optimized Human Decision-
making
Prescribing Actions &
Recommendations
(Neural Networks, Deep
Learning,
Machine Learning)
Insights and Foresight
Quantify Cause-and-Effect
(Statistics, Clustering,
Classification, Regression)
THE JUMP TO A MODERN DATA CULTURE
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19. IoT Connected devices
Remote monitoring and
asset tracking
Asset and operations
improvements
Predictive maintenance
and new business models
BI and
analytics
Batch and
operational reporting
Historical analysis and
ad-hoc reporting
End-user self-service
interactive visualizations,
and dashboards, and mobile
apps
Exploratory and predictive
analytics; real time data
streaming
Data
warehousing
Data marts Data warehouse
Scale-out data warehouse
with in-memory and
Hadoop- based analytics
Data lake and scale-out cost
effective data warehouse
OLTP
Disk-based OLTP,
99.9% availability
Virtualization, 99.99%
availability, high IOPS
Enterprise-class security,
99.999%, in-memory OLTP
and scale-up
Real-time OLTP analytics,
end-to-end security,
elastic scale
Data
modernization
journey
Structured data from
LOB apps is transacted
and local managed.
Data used reactively
Structured data managed
and analyzed centrally,
data informs business
Data capture is
comprehensive and scalable
and leads business decisions
Data transforms business to
drive desired outcomes.
Any data, any source,
anywhere @ scale.
THE JOURNEY TO A MODERN DATA CULTURE
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20. Trusted Information Management
Establishandmaintainan accurate,trusted,singleversionof thetruth
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Get your arms around
your data
Create, manage, govern and deliver trusted information
Consolidate your application infrastructure
Deliver better
analytics faster
Get a single view of
your business

21. 21
PERFORMANCE SOLUTIONS –
ACCELERATE WITH BEST PRACTICES & SOLUTIONS
Industry and Functional
Excellence
UNIVERSAL CAPABILITIES –
INCREASE USER ADOPTION & PRODUCTIVITY
Breakthrough User
Experience
PERFORMANCE PLATFORM –
SIMPLIFY IT COMPLEXITY
Extend the Platform

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