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Bridging the Gap
Aligning Data Initiatives with Business Goals
All business are data
businesses
Data makes
business possible
Data is crucial to
businesses of all sizes
Securing data is
mandatory
All business need to be
analytic businesses
Without analytics data is a cost center,
not a resource
Businesses need to
“know thyself”
Workers are empowered
with intelligent insights
Augmented intelligence
sees patterns we cannot
Data
exponential
growth
4
Uni Systems Copyright © 2023
While data grows 400%...
…less than 30% gets analyzed!
2025
2020
44 ZB 175 ZB
4X
Current
State in
Numbers
of commercial
enterprise apps will
use AI
90%
Uni Systems Copyright © 2023
Source: International Data Corporation (IDC), Gartner, World Economic Forum, Fortune Business Insights
Global spending on
cognitive and AI systems
$204 B
leading businesses have investments in AI,
but only 14.6% deployed AI in their work
jobs will be eliminated,
and 97 M new created
thanks to AI
85 M
9 out of 10
AI Market
AI skills already exceed the skill level of 80% of people
AI Talent Gap
By 2025
5
6
Researchers
View
Uni Systems Copyright © 2023
Uni Systems Copyright © 2023
Analytics & AI is the #1 investment
for business leaders, however they
struggle to maximize ROI
80%
Users
struggle
report struggling
to become mature
users of data
report data silos &
data management
difficulties as
roadblocks
55%
7
Ethical Concerns Misuse
Considerations
8
Security
Intellectual
Property
Biased Errors
Uni Systems Copyright © 2023
Democratizing
Data & AI
Uni Systems Copyright © 2023
Business alignment
Even the best models are
only useful if they inform
action
AI systems may be vulnerable to
unanticipated attacks
Data &AI Security
Data Governance
Good insights require good data
AI ethics such as transparency and
biases need to be carefully managed
Data &AI
Ethics
Bringing AI into the hands of
more stakeholders bridges the
talent gap
Data & AI Democratization
Markets
Horizontal
Solutions
Services
Banking Telecom Public
Private &
Utilities
Solutions
Implementation
Operation
Support
Design
Analysis
Assessment
Consulting
Solution
Portfolio
Vertical Solutions
1
0
Enterprise Applications
Application Infrastructure Solutions
Access & Application Delivery Solutions
Telecom Solutions
Infrastructure Solutions
Cloud
Services
Managed
Services
Data
Analytics
&
AI
Outsourcing
Cybersecurity
Uni Systems Copyright © 2023
Customer
Experience
11
Uni Systems Copyright © 2023
Telecom Public
Enterprise Applications
Cloud
Services
Managed
Services
Cybersecurity
Our
Analytics
Practice
DATA SCIENCE
AI, Deep Learning, Machine Learning, Statistical
Modeling, Natural Language Processing, etc.
REPORTING & BI
Visualization, Advanced Analytics, KPIs,
Workflow Automation, etc.
MASTER DATA MANAGEMENT &
GOVERNANCE
Stewardship, Data Quality, Cleansing, etc.
DATA ENGINEERING
Pipelines, ETL, EDW, EDL, ESB, etc.
DATA ACQUISITION
IoT, Social Media, ERP, Legacy Data Stores,
Operational Systems, etc.
12
Microsoft
Fabric
13
Azure AI
Services
Customer Analytics
• Customer Segmentation
• Customer Lifetime Value
• Customer Churn
• Personalized
Recommendations
• Predictive Analytics
Conversational AI
• Intelligent Virtual Assistants
• Natural Language Processing
Supply Chain
Optimization
• Demand Forecasting
• Real-Time Price Optimization
• Assortment Optimization
• Store Performance Analytics
Process Automation
• Document Processing
• Employee Onboarding
• Price Optimization
• Complaint Management
Generative AI
• Text Summarization
• Text Classification
• Semantic Search
• Question Answering
Cognitive AI
• Text, Speech, Image Analysis
• Sentiment Analysis
• Entity Recognition
• Contextual Understanding
AIoT
• Predictive Maintenance
• Anomaly Detection
• Smart Metering
Uni Systems AI Offerings
Uni Systems Copyright © 2023
15
Data
Analytics
Practice
1st company in Greece
1 of few in Europe to achieve the
Analytics on Microsoft Azure
Advanced Specialization
Validating our
Uni Systems Copyright © 2022
Achievements
Global Achievement
Analytics Advanced Specialization
Deep knowledge Proven success
Extensive experience
Organizationa
l Readiness
Business
Cases
Tech
Capabilities
Solution
Design & MVP
• Data & AI Literacy
• Data & AI Talent
• Key Stakeholders
• Governance schema
• Strategy
• Outline key business cases
• Define business value
• Infrastructure
requirements
• Data readiness & quality
• ML Infrastructure
requirements
• Solution design
• Implementation roadmap
• MVP Implementation
• Design →Develop→ Deploy → Repea
17
Οργάνωση και Λειτουργία Συστήματος Διαχείρισης Συνταγών
του ΕΟΠΥΥ
Σύμβαση πλαίσιο για το Ευρωπαϊκό Κέντρο Πρόληψης και
Ελέγχου Νόσων (ECDC) για την παροχή υπηρεσιών ανάπτυξης και
υποστήριξης λειτουργιών πληροφορικής
Ψηφιοποίηση αρχείου υποθηκοφυλακείων για το Εθνικό
Κτηματολόγιο
18
Innovating with Data, 5G and Drones
Let’s talk about Data & AI

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Bridging The Gap D Karystinos

  • 1. Bridging the Gap Aligning Data Initiatives with Business Goals
  • 2. All business are data businesses Data makes business possible Data is crucial to businesses of all sizes Securing data is mandatory
  • 3. All business need to be analytic businesses Without analytics data is a cost center, not a resource Businesses need to “know thyself” Workers are empowered with intelligent insights Augmented intelligence sees patterns we cannot
  • 4. Data exponential growth 4 Uni Systems Copyright © 2023 While data grows 400%... …less than 30% gets analyzed! 2025 2020 44 ZB 175 ZB 4X
  • 5. Current State in Numbers of commercial enterprise apps will use AI 90% Uni Systems Copyright © 2023 Source: International Data Corporation (IDC), Gartner, World Economic Forum, Fortune Business Insights Global spending on cognitive and AI systems $204 B leading businesses have investments in AI, but only 14.6% deployed AI in their work jobs will be eliminated, and 97 M new created thanks to AI 85 M 9 out of 10 AI Market AI skills already exceed the skill level of 80% of people AI Talent Gap By 2025 5
  • 7. Uni Systems Copyright © 2023 Analytics & AI is the #1 investment for business leaders, however they struggle to maximize ROI 80% Users struggle report struggling to become mature users of data report data silos & data management difficulties as roadblocks 55% 7
  • 9. Democratizing Data & AI Uni Systems Copyright © 2023 Business alignment Even the best models are only useful if they inform action AI systems may be vulnerable to unanticipated attacks Data &AI Security Data Governance Good insights require good data AI ethics such as transparency and biases need to be carefully managed Data &AI Ethics Bringing AI into the hands of more stakeholders bridges the talent gap Data & AI Democratization
  • 10. Markets Horizontal Solutions Services Banking Telecom Public Private & Utilities Solutions Implementation Operation Support Design Analysis Assessment Consulting Solution Portfolio Vertical Solutions 1 0 Enterprise Applications Application Infrastructure Solutions Access & Application Delivery Solutions Telecom Solutions Infrastructure Solutions Cloud Services Managed Services Data Analytics & AI Outsourcing Cybersecurity Uni Systems Copyright © 2023 Customer Experience
  • 11. 11 Uni Systems Copyright © 2023 Telecom Public Enterprise Applications Cloud Services Managed Services Cybersecurity Our Analytics Practice DATA SCIENCE AI, Deep Learning, Machine Learning, Statistical Modeling, Natural Language Processing, etc. REPORTING & BI Visualization, Advanced Analytics, KPIs, Workflow Automation, etc. MASTER DATA MANAGEMENT & GOVERNANCE Stewardship, Data Quality, Cleansing, etc. DATA ENGINEERING Pipelines, ETL, EDW, EDL, ESB, etc. DATA ACQUISITION IoT, Social Media, ERP, Legacy Data Stores, Operational Systems, etc.
  • 14. Customer Analytics • Customer Segmentation • Customer Lifetime Value • Customer Churn • Personalized Recommendations • Predictive Analytics Conversational AI • Intelligent Virtual Assistants • Natural Language Processing Supply Chain Optimization • Demand Forecasting • Real-Time Price Optimization • Assortment Optimization • Store Performance Analytics Process Automation • Document Processing • Employee Onboarding • Price Optimization • Complaint Management Generative AI • Text Summarization • Text Classification • Semantic Search • Question Answering Cognitive AI • Text, Speech, Image Analysis • Sentiment Analysis • Entity Recognition • Contextual Understanding AIoT • Predictive Maintenance • Anomaly Detection • Smart Metering Uni Systems AI Offerings Uni Systems Copyright © 2023
  • 15. 15 Data Analytics Practice 1st company in Greece 1 of few in Europe to achieve the Analytics on Microsoft Azure Advanced Specialization Validating our Uni Systems Copyright © 2022 Achievements Global Achievement Analytics Advanced Specialization Deep knowledge Proven success Extensive experience
  • 16. Organizationa l Readiness Business Cases Tech Capabilities Solution Design & MVP • Data & AI Literacy • Data & AI Talent • Key Stakeholders • Governance schema • Strategy • Outline key business cases • Define business value • Infrastructure requirements • Data readiness & quality • ML Infrastructure requirements • Solution design • Implementation roadmap • MVP Implementation • Design →Develop→ Deploy → Repea
  • 17. 17 Οργάνωση και Λειτουργία Συστήματος Διαχείρισης Συνταγών του ΕΟΠΥΥ Σύμβαση πλαίσιο για το Ευρωπαϊκό Κέντρο Πρόληψης και Ελέγχου Νόσων (ECDC) για την παροχή υπηρεσιών ανάπτυξης και υποστήριξης λειτουργιών πληροφορικής Ψηφιοποίηση αρχείου υποθηκοφυλακείων για το Εθνικό Κτηματολόγιο
  • 18. 18 Innovating with Data, 5G and Drones
  • 19. Let’s talk about Data & AI