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MARC TORRENT MORENO, PhD & MBA Director Big Data Center of Excellence in Barcelona 2nd November, Big Data Congress, Barcelona Socis promotors:
Buiding Data-Driven Organizations (DDOs)
William Edwards Deming 1900 – 1993
“Without data, you’re just another
person with an opinion”.
Sherlock Holmes A Study in Scarlett
(Arthur Conan Doyle)
“It is a capital mistake to theorize before one
has data”.
v
The value of data 2
v
Surveys and forecasts
Accenture “Big Success with Big Data Survey”: “89% of business leaders believe big data will revolutionize business operations in the same way the Internet did”
Abril’14
3
Internal and external SKILLS
Determine the specific VALUE for the organization
Data Sets ACCESS & QUALITY
v
Main challenges 4
1
2
3
Partners
› Breake entry barriers › Prototype innovative solutions › Train supply and demand within
the new data culture › Create a reference ecosystem
v
The Big Data Center of Excellence Barcelona 5
Goals
Collaborating Entities
v
Big Data Working Group 6
Nacho Alamillo General Manager Astrea La Infopista Jurídica SL
Josep Mª Argimón Director AQuAS
Josep Lluís Cano Senior Lecturer Dprt. of Operations, Innovation & Data Sciences ESADE
María Casado Director Bioethics and Law Observatory (OBD)
Pau Contreras CDO, Head of Data Science and Digital Analytics at Unidad Editorial
Cristina Bellido Director Data Mining at CaixaBank
Cristina Giner Data Scientist in Dprt. of Marketing Danone
Mickael Journo VicePresident Analytics at King Entertainment
Rosa Lamarca Head of Clinical Statistics at Almirall SA
David Osimo Director at Open Evidence
Oriol Pujol Tenured Associate Professor at University of Barcelona
Jordi Torres Professor at UPC Barcelona Tech Research Manager at BSC
Frederic Udina Director Statistical Institute of Catalonia (Idescat)
v
BDWG task forces 7
AT1. Technological Maturity
AT2. Data Economy
AT3. Data Privacy & Ethics
AT4. Data-driven organizations
AT5. Skills Development
AT6. Social perception
AT7. Data Society
“A Data-Driven Organization realizes the great value of processing
internal and external information and implements a data strategy
across its different departments and roles for process optimization,
enhanced decision making, and innovation.”
v
Definition and pillars of DDO
People & Organization
Data Governance & Processes
Technology
8
v 9
People & Organization
Traditional IT Teams
• Emphasis on certainty and efficiency.
• Long and sound implementation times.
Exploratory IT Teams
• Emphasis on agility and speed.
• Discovery driven and iterative.
Business User
Data Steward
Chief Data
Officer
Key
Roles
Business Data
Analyst
Data Scientist
Data Engineer
9
How internal and external data is used to generate new value?
How is data gathered, stored and protected?
v
Governance and Processes 10
Data Strategy
• Follow business goals and questions
• Written in collaboration with all business stakeholders
• Actionable
• Flexible and dynamic
• Data projects
Data Governance
• Handled according to strict standards and guidelines
• People, processes and technology involved
• Accessibility vs. Security&Privacy
Data Culture Processes
• Daily dashboard
• Metrics meetings
• Stand-up and domain-specific meetings
v
Technology 11
Data Centralization
Democratizing Data
CDO
Data Steward
Gathering internal and external
data into one central place, in
standardized formats
Managing Prioritization about
data projects and strategy
Helping people find the right data
sets and ensuring data is clean
Providing tools to facilitate its
exploitation lowering the cost of using it
(also for non technical people)
v
The Path towards a DDO
‘With Big Data … start small and grow BIG’
12
1.- Identify high-value opportunities
2.- Prove value to Business Leaders
through pilot programs
3.- Hire and empower people capable to
build/manage a “data science” team
4.- Scale by expanding to additional use
cases
5.- Strategy, Governance Model
and Processes
6.- Democratize the Data
v
Takeaways and final reflection
13
Big Data is a
Huge
opportunity Data is a critical
asset, define a
flexible strategy
Empower
(and hire) the
right people
‘Start ASAP, today it’s a competitive advantage …if not soon will be a competitive disadvantage’
Thanks! Dr. Marc Torrent [email protected] @MTrrnt