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Enterprise Data Management:
Managing your Business’s Entire
Data Lifeсycle
By Eugene Rudenko, AI Solutions Consultant
Eugene Rudenko 

AI Solutions Consultant with more than
10 years of experience in business
consulting for the software
development industry.
Eugene always follows tech trends and applies the most efficient ones in
the software production process. Finding himself in the Data Science
world, he realized that this is exactly where cutting-edge AI solutions are
being adopted and optimized for business issues. In his work, he mostly
focuses on the process of business automation and software products
development, business analysis, and consulting.
2
About Speaker
“
3
NIX United is a global software engineering company
with a head office in St. Petersburg, Florida.
About NIX United
4
2500+
Professionals
internationally
Our company has a comprehensive expertise across
multiple business and technology verticals.
About our key R&D center
3000+
Сompleted projects
Since 1994, we have our key R&D partner in Kharkiv, Ukraine.
Together we empowered tech companies, SaaS providers,
and multinational enterprises with top-of-the-line solutions
that extend their capabilities and contribute to paving their
way in industry leadership.
5
Our recent developments
BCP plan is on the final stage
Support of the employees
New office in Budapest
6
Presentation overview
Importance of following the data management principles
Data Governance vs Data Management
Data value over quality
Defining the right data to utilize
Better way of approaching digital transformation
Making your “build or buy” decision
On-premise vs Cloud vs Hybrid
Competitive advantage through data analytics & AI
7
Why data management is important
Visibility Reliability
Security Scalability
8
Data Governance vs Data Management
Three key principles characterizing data governance:
Data is a valuable
asset of a company
Separate vertical
function of business
Detached department
From Data Quality to Data Value:
Relevance
Relevance Coverage
Coverage Structure
Structure Accuracy
Accuracy
9
Principles of picking the business area to optimize:
Neighboring business processes
Cooperating departments
Partnership areas
Defining the right data to utilize
Modern business generates too much data today.
20% of data normally covers 80% of business.
Focusing on the right processes and prioritizing data
processing activities.
10
A better way of approaching digital transformation
Traditional approach:
C-level
C-level Middle management
Middle management Employees
Employees
Initiative based approach:
Customer
Customer Employee
Employee C-level
C-level
11
* applicable to US business
Data management statistics
only

25%
Companies feel
satisfied
only

44%
Companies have
in-house IT staff
$600B
Cost of data storage
problems
$3T
Cost of data quality
problems
12
Things to consider making “build or buy” decision
Convert business goals into priorities
Time-to-market
Team availability (consider recruiting timeline)
Budget
Licensing limitations
Functional limitations
Security considerations
13
Cloud vs On-premise vs Hybrid
Hybrid solution as a possible middle ground
Comparison:
Deployment
Deployment Cost
Cost Control
Control Security
Security
Private Public
14
Case Study - AWS-based BI platform for data analysis
Client: supermarket chain
that sells groceries and
homegoods 
Issue: low marketing ROI,
lack of data for informed
decisions, limited resources
Solution: data pipeline
using Amazon services, BI
dashboards with visualization
of the insights
15
Case Study - AWS-based BI platform for data analysis
16
Data security in Cloud environment
Data security standards help to
fight the data leak threats:
Common security measures
taken by cloud providers:
Health: HIPAA
Credit Card payments: PCI DSS
Australia: APRA Prudential Practice Guidelines
European Union: GDPR
SaaS: Service and Organization Audits (SOC 2)
Protection through Firewall
Data encryption
Anti-virus software
User access control
Physical access control
17
Communication hygiene
Email
Phone
Messengers
Data security at a workspace
Physical security measures
Protection software
Training of employees
18
Case Study - Monitoring Bot for Internal Security
Client: software company with thousands of
employees using diverse communication channels 
Issue: potential security breach through social
engineering
Solution: messenger bot integrated into the
company DB to run security control
Outcome
The client received the bot that helps automate their corporate monitoring system and indispensably
enhance security. This monitoring bot is an excellent solution for an extensive system with many
people in the chats and channels where it is physically impossible for a human to track all of them.
19
Three-layered approach:
Personal notes on business optimization:
Competitive advantage through data analytics & AI
Data layer
Analytics and development layer
Solution delivery layer
Self-serve data processing
Real-time analytics
Post-COVID adjustment: being client-centric means being
data-centric
20
Case Study - Enhancing of RPA Software &
infrastructure through AI solutions
Client: software giant producing a leading RPA
platform
Issue: lack of expertise and manpower to fulfil
business goals on the product optimization
Solution: Migration to the cloud, CI/CD pipelines

Innovative products implementation
Outcome
Automation platform with smart
analytics
Intelligent document processing
tool with OCR and ML algorithms
Computer vision based system
for user's flow capturing
Digital assistant that extracts
data from communication
sources
Q&A
21
22
360 Central Ave. Suite
1120 St. Petersburg, FL
33701 USA
www.nix-united.com
+ 1 (727) 256 - 3558
ask@nix-united.com
evgeniy@nix-united.com
Thanks for your attention!
evgeniyrudenko

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Enterprise Data Management: Managing your Business’s Entire Data Lifecycle

  • 1. Enterprise Data Management: Managing your Business’s Entire Data Lifeсycle By Eugene Rudenko, AI Solutions Consultant
  • 2. Eugene Rudenko AI Solutions Consultant with more than 10 years of experience in business consulting for the software development industry. Eugene always follows tech trends and applies the most efficient ones in the software production process. Finding himself in the Data Science world, he realized that this is exactly where cutting-edge AI solutions are being adopted and optimized for business issues. In his work, he mostly focuses on the process of business automation and software products development, business analysis, and consulting. 2 About Speaker “
  • 3. 3 NIX United is a global software engineering company with a head office in St. Petersburg, Florida. About NIX United
  • 4. 4 2500+ Professionals internationally Our company has a comprehensive expertise across multiple business and technology verticals. About our key R&D center 3000+ Сompleted projects Since 1994, we have our key R&D partner in Kharkiv, Ukraine. Together we empowered tech companies, SaaS providers, and multinational enterprises with top-of-the-line solutions that extend their capabilities and contribute to paving their way in industry leadership.
  • 5. 5 Our recent developments BCP plan is on the final stage Support of the employees New office in Budapest
  • 6. 6 Presentation overview Importance of following the data management principles Data Governance vs Data Management Data value over quality Defining the right data to utilize Better way of approaching digital transformation Making your “build or buy” decision On-premise vs Cloud vs Hybrid Competitive advantage through data analytics & AI
  • 7. 7 Why data management is important Visibility Reliability Security Scalability
  • 8. 8 Data Governance vs Data Management Three key principles characterizing data governance: Data is a valuable asset of a company Separate vertical function of business Detached department From Data Quality to Data Value: Relevance Relevance Coverage Coverage Structure Structure Accuracy Accuracy
  • 9. 9 Principles of picking the business area to optimize: Neighboring business processes Cooperating departments Partnership areas Defining the right data to utilize Modern business generates too much data today. 20% of data normally covers 80% of business. Focusing on the right processes and prioritizing data processing activities.
  • 10. 10 A better way of approaching digital transformation Traditional approach: C-level C-level Middle management Middle management Employees Employees Initiative based approach: Customer Customer Employee Employee C-level C-level
  • 11. 11 * applicable to US business Data management statistics only 25% Companies feel satisfied only 44% Companies have in-house IT staff $600B Cost of data storage problems $3T Cost of data quality problems
  • 12. 12 Things to consider making “build or buy” decision Convert business goals into priorities Time-to-market Team availability (consider recruiting timeline) Budget Licensing limitations Functional limitations Security considerations
  • 13. 13 Cloud vs On-premise vs Hybrid Hybrid solution as a possible middle ground Comparison: Deployment Deployment Cost Cost Control Control Security Security Private Public
  • 14. 14 Case Study - AWS-based BI platform for data analysis Client: supermarket chain that sells groceries and homegoods Issue: low marketing ROI, lack of data for informed decisions, limited resources Solution: data pipeline using Amazon services, BI dashboards with visualization of the insights
  • 15. 15 Case Study - AWS-based BI platform for data analysis
  • 16. 16 Data security in Cloud environment Data security standards help to fight the data leak threats: Common security measures taken by cloud providers: Health: HIPAA Credit Card payments: PCI DSS Australia: APRA Prudential Practice Guidelines European Union: GDPR SaaS: Service and Organization Audits (SOC 2) Protection through Firewall Data encryption Anti-virus software User access control Physical access control
  • 17. 17 Communication hygiene Email Phone Messengers Data security at a workspace Physical security measures Protection software Training of employees
  • 18. 18 Case Study - Monitoring Bot for Internal Security Client: software company with thousands of employees using diverse communication channels Issue: potential security breach through social engineering Solution: messenger bot integrated into the company DB to run security control Outcome The client received the bot that helps automate their corporate monitoring system and indispensably enhance security. This monitoring bot is an excellent solution for an extensive system with many people in the chats and channels where it is physically impossible for a human to track all of them.
  • 19. 19 Three-layered approach: Personal notes on business optimization: Competitive advantage through data analytics & AI Data layer Analytics and development layer Solution delivery layer Self-serve data processing Real-time analytics Post-COVID adjustment: being client-centric means being data-centric
  • 20. 20 Case Study - Enhancing of RPA Software & infrastructure through AI solutions Client: software giant producing a leading RPA platform Issue: lack of expertise and manpower to fulfil business goals on the product optimization Solution: Migration to the cloud, CI/CD pipelines Innovative products implementation Outcome Automation platform with smart analytics Intelligent document processing tool with OCR and ML algorithms Computer vision based system for user's flow capturing Digital assistant that extracts data from communication sources
  • 22. 22 360 Central Ave. Suite 1120 St. Petersburg, FL 33701 USA www.nix-united.com + 1 (727) 256 - 3558 ask@nix-united.com evgeniy@nix-united.com Thanks for your attention! evgeniyrudenko