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MAKING DATA WORK
BIG DATA EXPO
2023
MAKING DATA WORK
Ensuring ai model compliance and harnessing data
management
From Data Maturity to AI Act
Compliance: A Recyclable
Approach to Success
John Walsh – CEO
Christoph Balduck - CTO
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AGENDA
Copyright © 2023 Data Trust Associates cvba
Intro
Building a data driven organization
Ensuring AI model compliance
Conclusions
Our Profiles
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Copyright © 2023 Data Trust Associates cvba
WHO WE ARE
Our People
• Founded 2017
• 24 people and growing
• Offices in NL and BE
BENELUX, FR, DACH, UK, CA
Services & Solutions
• Data Management (55%)
• Data Protection (30%)
• Data Education (15%)
50+ Customers today
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Copyright © 2023 Data Trust Associates cvba
Expert
Services
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Transforming
your organization
with data
WHAT WE ARE ABOUT
Data
Management
Data
Compliance
Data Governance
Data Quality
MDM
Data Protection
Data (gov) Acts
Regulatory compliance
Data Diagnostics
Data Education
Data Strategy
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WHY DO OUR CUSTOMERS DO IT?
Start the journey
to be
data-enabled
Solve business
problems with
your data
Compliance and
reduced risk
Create business
opportunities
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Copyright © 2023 Data Trust Associates cvba
GET YOUR ACT TOGETHER
GDPR
NIS2
Data Governance Act
AI Act
Data Act
ESG
Industry Specific
… more
DATA
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AGENDA
Copyright © 2023 Data Trust Associates cvba 7
Intro
Building a data driven organization
Ensuring AI model compliance
Conclusions
Our Profiles
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CITY OF SINT-NIKLAAS
80K People
Central location
Strong digital ambition
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CITY OF SINT-NIKLAAS: HOW TO START?
1) Defining what to do:
Proven methodology Assessment Data capabilities?
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USING OUR PROVEN DTA METHODOLOGY
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UNDERSTANDING THE MATURITY, CHALLENGES & OPPORTUNITIES Data
Assessment
Data strategy:
Gold
Silver
Bronze
Main challenges: Principles:
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MAPPING THE DATA AMBITION VS DATA CAPABILITIES
Data Awareness
Data in order
Find & Use
information
Big Data & IoT
Open Data
Data Kwaliteit
BI, Advanced
Analytics & Data
Visualisatie
Data Training/
Awareness
Data Governance
Big Data & IoT
integratie
(Big) Data, IoT,
DWH Architectuur
& Data
Lab/Academy -
Data Modeling
GDPR
Data Strategie
Data Classificatie
Geoloketten &
(Arc)Gis
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CITY OF SINT-NIKLAAS: HOW TO START?
2) Getting the organization ready
Data organization and
Roles & Responsibilities
Critical data elements Data capabilities?
Trainings &
workshops
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CITY OF SINT-NIKLAAS: HOW TO START?
3) Execution: creating value
Use cases:
Solutions
Data modeling Bus. Glossary Data Hub
Data Science
Model + PowerBI
Defining the data needs &
approach for the next years
2) Illegal dumping
3) Mobility
1) Employee data
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CITY OF SINT-NIKLAAS: CORE CAPABILITY
Data
Governance
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AGENDA
Copyright © 2023 Data Trust Associates cvba 16
Intro
Building a data driven organization
Ensuring AI model compliance
Conclusions
Our Profiles
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Copyright © 2023 Data Trust Associates cvba
NEW DATA ACTS: DATA GOVERNANCE AT THE CENTER
Data Act
Data Gov. Act
AI Act
…
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AI ACT: FUTURE NEEDS & VALUE CREATION
AI Act
AI/ML
models
Risk? Certification?
What is
acceptable?
Model &
Data Quality?
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Copyright © 2023 Data Trust Associates cvba
AI/ML
models
- GDPR/DPIA
- Social impact (bias,…)
- Cost for public sector
- Safety
- Legality
- Fundamental rights (all)
- Environmental impacts
Governance and/or
certification
- Effective
- Efficient
- Coherent
- Proportionate
Conformity assessment Capabilities
• AI risk Assessment
framework
• AI organization incl.
processes Roles/Resp.
• AI literacy & awareness
AI ACT: FUTURE NEEDS & VALUE CREATION
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AGENDA
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Intro
Building a data driven organization
Ensuring AI model compliance
Conclusions
Our Profiles
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KEY TAKEAWAYS HERE
1. Regulations around
data
2. It’a all about knowing
(managing) your Data
3. Doing it well means
creating value
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WHATS YOUR PITCH?
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JOIN THE DATA COMMUNITY
80+ peer Data Leaders
& Practitioners
• LIVE NETWORKING
• EXPERT SESSIONS
• P2P ROUNDTABLES
• KNOWLEDGE EXCHANGE
datatrustassociates.com/datacommunity
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COME MEET US
AT STAND 165