SlideShare ist ein Scribd-Unternehmen logo
1 von 44
Downloaden Sie, um offline zu lesen
1
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
1
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
Real-World Data Governance
Agile and Data Governance –
Bridging the Gap
Monthly Webinar Series Hosted by DATAVERSITY
Robert S. Seiner – KIK Consulting / TDAN.com
January 15, 2015 – 2:00 p.m. EST
Robert S. Seiner
KIK Consulting & Educational Services – KIKconsulting.com
The Data Administration Newsletter – TDAN.com
22
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
2
• Non-Invasive Data Governance:
The Path of Least Resistance and Greatest Success
– ISBN 9781935504856 / Technics Publishing – September 1
• KIKConsulting.com
Home of Non-Invasive Data Governance™
• DATAVERSITY Events
Enterprise Data World 2015
Progressive Topics in Data Governance: Big Data, Agile and the IoT
– Half-Day Tutorial – March 30
Bridging the Gap
Current Events
33
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
3
• Real-World Data Governance – Monthly Webinar Series
– February 19, 2015 – Data Governance Roles & Responsibilities
– March 19, 2015 – Data Governance Best Practice Criteria
– Third Thursday of Every Month at 2pm EST
– Register On-Line at DATAVERSITY.net or KIKConsulting.com
Bridging the Gap
Upcoming Webinars
44
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
4
• The concepts of Agile Software Development have been applied in many
ways in many organizations with differing levels of success. Nobody is
surprised that Agile Methods and Data Governance Methods can be at
odds with each other. But still they are doing their best to coexist.
– Can Data Governance be applied to Agile projects?
– Can Data Governance be applied in an Agile way?
– These are two fascinating questions.
Bridging the Gap
Abstract
55
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
5
• This session focuses on discovering ways to bridge the gap.
• This session will cover:
– Data Governance and Agile Definitions
– Applying Governance to Agile Projects
– Being Agile with our Governance Requirements
– Can the two coexist?
– Selling Agile to Governance People and the other way around
Bridging the Gap
Abstract
66
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
6
• Data Governance
– Data Governance is the Execution and Enforcement of Authority
Over the Management of Data and Data-Related Resources.
• Data Stewardship
– Data Stewardship is the Formalization of Accountability
Over the Management of Data and Data-Related Resources.
Bridging the Gap
Data Governance Definitions
77
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
7
• Non-Invasive Data Governance™
– The practice of:
• applying formal accountability & behavior
• through non-invasive roles & responsibilities
• to existing and / or new processes
• to assure that the definition, production & usage of data
• assures regulatory compliance, security, privacy, protection & quality.
– Non-Invasive describes how governance is applied to assure
non-threatening management of valuable data assets.
– The goal is to be
• Transparent
• Supportive
• Collaborative.
Bridging the Gap
Data Governance Definitions
88
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
8
• Defining the Agile Manifesto – Leading to Good Design
– People / Interaction
– Speed / Effectiveness
– Software / Working Products
– Requirements / Collaboration
– Response / Evolvement
Bridging the Gap
Agile Definitions
99
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
9
• To follow Agile methods – Good Design includes the definition of
– Themes – Broad way of describing an area of focus (Grouping of Epics)
– Epics – Collection of Functions (Grouping of User Stories)
– User Stories – Basis for defining the functions a business system must provide,
and to facilitate requirements management, often limited in detail by what can
be hand-written on a small paper notecard.
• User Stories – As a ____ I would like to be able to ____ so that I can _____.
• “Agile is dependent on quality definition of User Stories.”
Bridging the Gap
Agile Definitions
1010
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
10
• Waterfall
– A linear and sequential approach to software development, each waterfall stage
is assigned to a separate team to ensure greater project and deadline control,
important for on-time project delivery. A linear approach means a stage by
stage approach for product building, e.g.
1. Analyze and Prioritize Business Requirements / Needs.
2. Design Business Requirements Translated into IT Solution.
3. Processes Defined, Layouts Built, Code Implementation.
4. Evolves into Tested Solution for Implementation
5. Testing for Evaluation by End-User.
6. Evaluation and Maintenance
Bridging the Gap
Agile vs. Waterfall
1111
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
11
• Repetitive Themes of Agile Principles (and there are many)
– Complete Feature Before Moving On
– Test Early and Often
– Active User participation – Empowerment, Satisfy Customer
– Timing – Deliver Work Quickly, Incrementally
– Requirements at a High Level / Technical Debt to be Paid
– Lightweight & Visual
– Requirements Evolve / Timescale Fixed
– Software as Progress Measure
– Develop Small, Incremental Releases
– Attention to Good Design, Technical Excellence
– Simplicity is Essential
– Maximizing the Amount of Work
– Self Organized & Independent Teams
Bridging the Gap
Agile Principles
1212
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
12
• How do you begin to bring together approaches that are so far apart?
• Begin by looking at what they have in common
• Strengthen that
• Build on that
• Rinse & Repeat
• Is there a difference
between:
Data People &
Agile People
Bridging the Gap
Look for Common Ground
1313
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
13
• Repetitive Themes of Agile Principles
– Complete Feature Before Moving On
– Test Early and Often
– Active User participation – Empowerment, Satisfy Customer
– Timing – Deliver Work Quickly, Incrementally
– Requirements at a High Level / Technical Debt to be Paid
– Lightweight & Visual
– Requirements Evolve / Timescale Fixed
– Software as Progress Measure
– Develop Small, Incremental Releases
– Attention to Good Design, Technical Excellence
– Simplicity is Essential
– Maximizing the Amount of Work
– Self Organized and Independent Teams
Bridging the Gap
Things Data People Have No Problem With
1414
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
14
• Repetitive Themes of Agile Principles
– Complete Feature Before Moving On
– Test Early and Often
– Timing – Deliver Work Quickly, Incrementally
– Lightweight & Visual
– Software as Progress Measure
– Develop Small, Incremental Releases
– Attention to Good Design, Technical Excellence
– Simplicity is Essential
– Maximizing the Amount of Work
– Self Organized and Independent Teams
Bridging the Gap
Things Data People Have No Problem With
1515
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
15
• Repetitive Themes of Agile Principles
– Complete Feature Before Moving On
– Test Early and Often
– Active User participation – Empowerment, Satisfy Customer
– Timing – Deliver Work Quickly, Incrementally
– Requirements at a High Level / Technical Debt to be Paid
– Lightweight & Visual
– Requirements Evolve / Timescale Fixed
– Software as Progress Measure
– Develop Small, Incremental Releases
– Attention to Good Design, Technical Excellence
– Simplicity is Essential
– Maximizing the Amount of Work
– Self Organized and Independent Teams
Bridging the Gap
Apply Governance to Agile
1616
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
16
• Target these Agile Principles to Bridge the Gap
1. Active User Participation – Empowerment, Satisfy Customer
2. Requirements at a High Level / Technical Debt to be Paid
3. Requirements Evolve / Timescale Fixed
Bridging the Gap
Apply Governance to Agile
1717
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
17
1. Active User Participation – Empowerment, Satisfy Customer
‒ Cut from the Same Mold – Uncertain need for improvement!
‒ Data Governance Speaks this Same Language
‒ Essence of being non-invasive is to formalize accountability
‒ Data Governance Bill of “Rights”
 Getting the “Right” People
 Involved at the “Right” Time
 In the “Right” Way
 Using the “Right” Data
 To Make the “Right” Decision
 Leading to the “Right” Solution
 … Most of the Time
Bridging the Gap
Apply Governance to Agile
1818
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
18
• Active User Participation – Empowerment, Satisfy Customer
‒ Data Governance is the Execution and Enforcement of Authority
‒ The typical Customer of Data Governance is Leadership
‒ The typical Customer of Agile Development is Leadership
‒ Leadership Requires Support, Sponsorship & Understanding
Bridging the Gap
Apply Governance to Agile
1919
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
19
• Active User Participation – Empowerment, Satisfy Customer
‒ Leadership Requires Satisfaction:
‒ Results from Data Governance & Agile
‒ Metrics from Data Governance & Agile
‒ Value from Data Governance & Agile
‒ Acceptance of Data Governance with Agile and the reverse.
Bridging the Gap
Apply Governance to Agile
2020
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
20
• Active User Participation – Empowerment, Satisfy Customer
‒ Results, Metrics, Value and Acceptance of Improvements in:
Bridging the Gap
Apply Governance to Agile
2121
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
21
2. Requirements at a High Level / Technical Debt to be Paid
– This is where there is the greatest potential to bridge the gap.
– Data Management practitioners pride themselves on capturing metadata.
– Data Governance & Metadata Two-Way Street
– Relationship Between Requirements and Metadata
Bridging the Gap
Apply Agile to Governance
2222
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
22
• Requirements at a High Level / Technical Debt to be Paid
– Agile calls for Requirements through User Stories
• Little impact analysis is completed so “Big Picture” may not be considered.
• Details such as screen prints and report layouts are often provided.
• Requirements can be out of context.
– Waterfall Methodology starts with High-Level Requirements
• Starts with “Big Picture” and drills down to Lower-Level Requirements
• Up-front analysis of impact to organization.
• Requirements take time and agreement; potentially delaying the Project.
– One main reason why Agile advocates says that Waterfall is a thing of the past.
Bridging the Gap
Apply Agile to Governance
2323
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
23
• Requirements at a High Level / Technical Debt to be Paid
– Must data requirements include the Logical & Physical Modeling of Data?
• Models require questions … about cardinality, retention, growth, etc.
• Models promote a common understanding
• Requires the participation of a Data Analyst / Data Architect.
– Without detailed requirements – projects create their own understanding
which in turn can result in ambiguity, replication, etc.
– Requirements associated with data:
• Definition – Business Glossary, Data Dictionary, Vocabulary, Taxonomy
• Production – Data Movement, Mapping, Transformation, Legacy, Lineage
• Usage – Business Rules, Protection, Security, Classification, Sharing
Bridging the Gap
Apply Agile to Governance
2424
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
24
• Requirements at a High Level / Technical Debt to be Paid
– Questions for Data People about Requirements:
• Are we asking for too much documentation?
• Are we not gathering enough documentation?
• Do we use it all?
– Consider the specific value you get from your specific metadata.
Bridging the Gap
Apply Agile to Governance
2525
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
25
• Requirements at a High Level / Technical Debt to be Paid
– There is not a perfect answer to the “How much documentation” question.
– Recognize that Data People typically ask for lots of requirements / documentation.
– The question is – Are Data Requirements a good thing? Or a bad thing?
Bridging the Gap
Apply Agile to Governance
2626
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
26
• Requirements at a High Level / Technical Debt to be Paid
– Progression of Questions:
• Can we do without data requirements and still have good data?
• Are requirements the same thing as documentation?
• Requires Resources to Collect the Requirements / Documentation
Bridging the Gap
Apply Agile to Governance
2727
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
27
• Requirements at a High Level / Technical Debt to be Paid
– Progression of Questions:
• Whose responsibility is it to collect the requirements / documentation?
– Who defines / decides what is essential
– Who produces what is essential
– Who uses what is essential
• These activities fall outside the scope of Agile Team deliverables.
Bridging the Gap
Apply Agile to Governance
2828
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
28
• Requirements at a High Level / Technical Debt to be Paid
– Progression of Questions:
• Is there a point that we are asking for (demanding) too much documentation?
• How much documentation is necessary from:
– Agile Development perspective
– Data Governance perspective
• Requires a negotiation of Common Ground if we are going to Bridge the Gap.
Bridging the Gap
Apply Agile to Governance
2929
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
29
• Requirements at a High Level / Technical Debt to be Paid
– Additional Questions to Consider when Bridging the Gap:
• Can the Data People streamline their way of thinking and limit the
requirements while still being effective?
• Can the Data People provide the tools, techniques, metrics and templates to
become more agile in their approach to gaining the essential requirements and
still keep the enterprise perspective?
Bridging the Gap
Apply Agile to Governance
3030
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
30
• Requirements at a High Level / Technical Debt to be Paid
• Limit Data Demand for Requirements
• Provide Tools to Effectively Capture Essential Requirements
• Provide Resource(s) Focused on the Data / Agile Relationship
• Incrementally Build Governance into Agile
• These are ways to Bridge the Gap.
Bridging the Gap
Apply Agile to Governance
3131
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
31
• Requirements at a High Level / Technical Debt to be Paid
– Requirements that will eventually need to be addressed / Parking Lot List
– Also referred to as design debt or code debt
– Metaphor referring to the eventual consequences of poor system design
The debt can be thought of as work that needs to be done before a particular job
can be considered complete or proper. If the debt is not repaid, then it will keep
on accumulating interest, making it hard to implement changes later on. Wikipedia
– Debt can be accumulated in each step of the methodology – Agile or Waterfall
– This is the biggest reason why Data People are skeptical about Agile.
Bridging the Gap
Apply Agile to Governance
3232
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
32
• Requirements at a High Level / Technical Debt to be Paid
– Reasons why Technical Debt accumulates
• Business pressures - where the business considers getting something released
sooner before all of the necessary changes are complete, builds up technical
debt comprising those uncompleted changes.
• Lack of process or understanding - where businesses are blind to the concept of
technical debt, and make decisions without considering the implications.
• Lack of building loosely coupled components - where functions are not
modular, the software is not flexible enough to adapt to changes in business
needs.
• Lack of test suite - which encourages quick and risky Band-Aids to fix bugs.
• Lack of documentation - where code is created without necessary supporting
documentation. That work to create the supporting documentation represents
a debt that must be paid.
Bridging the Gap
Apply Agile to Governance
3333
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
33
• Requirements at a High Level / Technical Debt to be Paid
– Reasons why Technical Debt accumulates
• Lack of collaboration - where knowledge isn't shared around the organization
and business efficiency suffers, or junior developers are not properly mentored
• Parallel development at the same time on two or more branches - can cause
the buildup of technical debt because of the work that will eventually be
required to merge the changes into a single source base. The more changes that
are done in isolation, the more debt that is piled up.
• Delayed refactoring – As the requirements for a project evolve, it may become
clear that parts of the code have become unwieldy and must be refactored in
order to support future requirements. The longer that refactoring is delayed,
and the more code is written to use the current form, the more debt that piles
up that must be paid at the time the refactoring is finally done.
• Lack of knowledge - when the developer simply doesn't know how to write
elegant
Bridging the Gap
Apply Agile to Governance
3434
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
34
3. Requirements Evolve / Timescale Fixed
– This is the biggest challenge when considering ways to Bridge the Gap.
– From both perspectives
• Evolving Requirements
• Fixed Period of Time.
– It’s like shooting at a moving target but being told to keep still.
Bridging the Gap
Working Together
3535
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
35
• Requirements Evolve / Timescale Fixed
– Requirements evolve means a gradual process in which the requirement
(including data requirements) change into a different and usually more complex
or better form.
– Let’s break this down:
• Gradual process – not all at once – requires constant management
• Changes into something different – requires constant management
• Usually more complex or better form – requires constant management
Bridging the Gap
Working Together
3636
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
36
• Requirements Evolve / Timescale Fixed
– Management of Requirements requires Governance of Requirements.
– Agile is a form of Governance – Just not Data Governance.
– Bottom line with Governance is
The Execution and Enforcement of Authority
Bridging the Gap
Working Together
3737
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
37
• Requirements Evolve / Timescale Fixed
– The challenge is to gather the:
• Most valuable requirements / documentation – and use it effectively
• Most effective requirements – and make them available
• Most available requirements – and make certain essentials are covered
• Most essential requirements – in a short period of time.
Bridging the Gap
Working Together
3838
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
38
• Requirements Evolve / Timescale Fixed
– Three traditional variables of planning:
• Time
• Resources
• Expectations
– Give me two and I can give you the third.
Bridging the Gap
Working Together
3939
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
39
• Approaches to Bridging the Gap
– Many synergies; Show them.
– Negotiate Levels of Requirements / Documentation
– Leadership Decision through Understanding Relationship
– Software to Data same as Pipes to Water – Agile is Important
– Software is the Engine; Good Luck with that.
Bridging the Gap
Selling Agile to Data People
4040
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
40
• Approaches to Bridging the Gap
– Many synergies; Show them.
– Negotiate Levels of Requirements / Documentation
– Leadership Decision through Understanding Relationship
– Software to Data same as Pipes to Water – Governance is Important
– Data as an Asset; Good Luck with that.
Bridging the Gap
Selling Governance to Agile People
4141
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
41
• Alignment of Data Management and Software Development
• Information Technology = “Information” + “Technology”
– Are they together only in the name?
– Who has responsibility for the Information? Data?
– Who has the accountability for the Technology? Software?
– Are these the people that need to co-exist?
– Can Data Governance adjust for Agile Projects?
– Can We Control the Volume of Data Requirements?
Bridging the Gap
Can the Two Co-Exist?
4242
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
42
• Data People
– Agile Development is here to stay.
– Agile is a strong methodology that, when followed, is very effective.
– The goals of being agile align with what is expected from management.
– We need to find a way to work in conjunction with the Agile People.
• Agile People
– Data Governance is here to stay.
– Data is what flows through the pipeline of what you are developing.
– Without quality data, the systems are less than valuable.
– You need to find a way to work in conjunction with the Data People.
Bridging the Gap
For all you …
4343
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
43
• This session covered:
– Data Governance and Agile Definitions
– Applying Governance to Agile Projects
– Being Agile with our Governance Requirements
– Can the two coexist?
– Selling Agile to Governance People and the other way around
• Questions & Answers
Bridging the Gap
Summary
4444
Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
Twitter About This Webinar at #RWDG
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
44
• Robert S. Seiner
KIK Consulting & Educational Services – KIKconsulting.com
The Data Administration Newsletter – TDAN.com
Post Office Box 112571, Upper St. Clair, Pennsylvania 15241
412.220.9643, 412.220.9644 (Fax)
rseiner@kikconsulting.com
rseiner@tdan.com
@RSeiner
Bridging the Gap
Contact Information

Weitere ähnliche Inhalte

Was ist angesagt?

Data Centric Development: Supercharge your web & mobile application development
Data Centric Development: Supercharge your web & mobile application developmentData Centric Development: Supercharge your web & mobile application development
Data Centric Development: Supercharge your web & mobile application developmentBright North
 
Slides: Bridging the Data Disconnect – Trends in Global Data Management
Slides: Bridging the Data Disconnect – Trends in Global Data ManagementSlides: Bridging the Data Disconnect – Trends in Global Data Management
Slides: Bridging the Data Disconnect – Trends in Global Data ManagementDATAVERSITY
 
RWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
RWDG Slides: A Complete Set of Data Governance Roles & ResponsibilitiesRWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
RWDG Slides: A Complete Set of Data Governance Roles & ResponsibilitiesDATAVERSITY
 
RWDG Slides: Corporate Data Governance - The CDO is the Data Governance Chief
RWDG Slides: Corporate Data Governance - The CDO is the Data Governance ChiefRWDG Slides: Corporate Data Governance - The CDO is the Data Governance Chief
RWDG Slides: Corporate Data Governance - The CDO is the Data Governance ChiefDATAVERSITY
 
Real-World DG Webinar: A Data Governance Framework for Success
Real-World DG Webinar: A Data Governance Framework for Success Real-World DG Webinar: A Data Governance Framework for Success
Real-World DG Webinar: A Data Governance Framework for Success DATAVERSITY
 
State of Data Governance in 2021
State of Data Governance in 2021State of Data Governance in 2021
State of Data Governance in 2021DATAVERSITY
 
Data Governance Best Practices
Data Governance Best PracticesData Governance Best Practices
Data Governance Best PracticesDATAVERSITY
 
Real-World Data Governance - Tools of Data Governance - Purchased and Develop...
Real-World Data Governance - Tools of Data Governance - Purchased and Develop...Real-World Data Governance - Tools of Data Governance - Purchased and Develop...
Real-World Data Governance - Tools of Data Governance - Purchased and Develop...DATAVERSITY
 
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...DATAVERSITY
 
20220126 ARMA Calgary and Edmonton, Harnessing Your Information to Create Bus...
20220126 ARMA Calgary and Edmonton, Harnessing Your Information to Create Bus...20220126 ARMA Calgary and Edmonton, Harnessing Your Information to Create Bus...
20220126 ARMA Calgary and Edmonton, Harnessing Your Information to Create Bus...Jesse Wilkins
 
Real-World Data Governance: Governance Risk and Compliance
Real-World Data Governance: Governance Risk and ComplianceReal-World Data Governance: Governance Risk and Compliance
Real-World Data Governance: Governance Risk and ComplianceDATAVERSITY
 
RWDG Slides: Using Tools to Advance Your Data Governance Program
RWDG Slides: Using Tools to Advance Your Data Governance ProgramRWDG Slides: Using Tools to Advance Your Data Governance Program
RWDG Slides: Using Tools to Advance Your Data Governance ProgramDATAVERSITY
 
Real-World Data Governance: Managing Governance Metadata for Mass Consumption
Real-World Data Governance: Managing Governance Metadata for Mass ConsumptionReal-World Data Governance: Managing Governance Metadata for Mass Consumption
Real-World Data Governance: Managing Governance Metadata for Mass ConsumptionDATAVERSITY
 
Data Governance Roles as the Backbone of Your Program
Data Governance Roles as the Backbone of Your ProgramData Governance Roles as the Backbone of Your Program
Data Governance Roles as the Backbone of Your ProgramDATAVERSITY
 
Most Common Data Governance Challenges in the Digital Economy
Most Common Data Governance Challenges in the Digital EconomyMost Common Data Governance Challenges in the Digital Economy
Most Common Data Governance Challenges in the Digital EconomyRobyn Bollhorst
 
How to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityHow to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityDATAVERSITY
 
Award Winning Data Governance
Award Winning Data GovernanceAward Winning Data Governance
Award Winning Data GovernanceDATAVERSITY
 
Data-Ed Webinar: Data Governance Strategies
Data-Ed Webinar: Data Governance StrategiesData-Ed Webinar: Data Governance Strategies
Data-Ed Webinar: Data Governance StrategiesDATAVERSITY
 

Was ist angesagt? (20)

Data Centric Development: Supercharge your web & mobile application development
Data Centric Development: Supercharge your web & mobile application developmentData Centric Development: Supercharge your web & mobile application development
Data Centric Development: Supercharge your web & mobile application development
 
Slides: Bridging the Data Disconnect – Trends in Global Data Management
Slides: Bridging the Data Disconnect – Trends in Global Data ManagementSlides: Bridging the Data Disconnect – Trends in Global Data Management
Slides: Bridging the Data Disconnect – Trends in Global Data Management
 
RWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
RWDG Slides: A Complete Set of Data Governance Roles & ResponsibilitiesRWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
RWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
 
RWDG Slides: Corporate Data Governance - The CDO is the Data Governance Chief
RWDG Slides: Corporate Data Governance - The CDO is the Data Governance ChiefRWDG Slides: Corporate Data Governance - The CDO is the Data Governance Chief
RWDG Slides: Corporate Data Governance - The CDO is the Data Governance Chief
 
Real-World DG Webinar: A Data Governance Framework for Success
Real-World DG Webinar: A Data Governance Framework for Success Real-World DG Webinar: A Data Governance Framework for Success
Real-World DG Webinar: A Data Governance Framework for Success
 
State of Data Governance in 2021
State of Data Governance in 2021State of Data Governance in 2021
State of Data Governance in 2021
 
DMBOK and Data Governance
DMBOK and Data GovernanceDMBOK and Data Governance
DMBOK and Data Governance
 
Data Governance Best Practices
Data Governance Best PracticesData Governance Best Practices
Data Governance Best Practices
 
Ashish dwivedi
Ashish dwivediAshish dwivedi
Ashish dwivedi
 
Real-World Data Governance - Tools of Data Governance - Purchased and Develop...
Real-World Data Governance - Tools of Data Governance - Purchased and Develop...Real-World Data Governance - Tools of Data Governance - Purchased and Develop...
Real-World Data Governance - Tools of Data Governance - Purchased and Develop...
 
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
 
20220126 ARMA Calgary and Edmonton, Harnessing Your Information to Create Bus...
20220126 ARMA Calgary and Edmonton, Harnessing Your Information to Create Bus...20220126 ARMA Calgary and Edmonton, Harnessing Your Information to Create Bus...
20220126 ARMA Calgary and Edmonton, Harnessing Your Information to Create Bus...
 
Real-World Data Governance: Governance Risk and Compliance
Real-World Data Governance: Governance Risk and ComplianceReal-World Data Governance: Governance Risk and Compliance
Real-World Data Governance: Governance Risk and Compliance
 
RWDG Slides: Using Tools to Advance Your Data Governance Program
RWDG Slides: Using Tools to Advance Your Data Governance ProgramRWDG Slides: Using Tools to Advance Your Data Governance Program
RWDG Slides: Using Tools to Advance Your Data Governance Program
 
Real-World Data Governance: Managing Governance Metadata for Mass Consumption
Real-World Data Governance: Managing Governance Metadata for Mass ConsumptionReal-World Data Governance: Managing Governance Metadata for Mass Consumption
Real-World Data Governance: Managing Governance Metadata for Mass Consumption
 
Data Governance Roles as the Backbone of Your Program
Data Governance Roles as the Backbone of Your ProgramData Governance Roles as the Backbone of Your Program
Data Governance Roles as the Backbone of Your Program
 
Most Common Data Governance Challenges in the Digital Economy
Most Common Data Governance Challenges in the Digital EconomyMost Common Data Governance Challenges in the Digital Economy
Most Common Data Governance Challenges in the Digital Economy
 
How to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityHow to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data Quality
 
Award Winning Data Governance
Award Winning Data GovernanceAward Winning Data Governance
Award Winning Data Governance
 
Data-Ed Webinar: Data Governance Strategies
Data-Ed Webinar: Data Governance StrategiesData-Ed Webinar: Data Governance Strategies
Data-Ed Webinar: Data Governance Strategies
 

Ähnlich wie Real-World Data Governance Webinar: Agile and Data Governance - Bridging the Gap

RWDG Webinar: Agile Data Governance - How to Apply Governance to Agile
RWDG Webinar: Agile Data Governance - How to Apply Governance to AgileRWDG Webinar: Agile Data Governance - How to Apply Governance to Agile
RWDG Webinar: Agile Data Governance - How to Apply Governance to AgileDATAVERSITY
 
RWDG Webinar: DIY and Purchased Data Governance Tools
RWDG Webinar: DIY and Purchased Data Governance ToolsRWDG Webinar: DIY and Purchased Data Governance Tools
RWDG Webinar: DIY and Purchased Data Governance ToolsDATAVERSITY
 
The Data Model as a Data Governance Artifact
The Data Model as a Data Governance ArtifactThe Data Model as a Data Governance Artifact
The Data Model as a Data Governance ArtifactDATAVERSITY
 
Real-World Data Governance Webinar: Data Governance Framework Components
Real-World Data Governance Webinar: Data Governance Framework ComponentsReal-World Data Governance Webinar: Data Governance Framework Components
Real-World Data Governance Webinar: Data Governance Framework ComponentsDATAVERSITY
 
Real-World Data Governance: Modeling Data Governance
Real-World Data Governance: Modeling Data GovernanceReal-World Data Governance: Modeling Data Governance
Real-World Data Governance: Modeling Data GovernanceDATAVERSITY
 
Real-World Data Governance Webinar: Governance for Master Data
Real-World Data Governance Webinar: Governance for Master DataReal-World Data Governance Webinar: Governance for Master Data
Real-World Data Governance Webinar: Governance for Master DataDATAVERSITY
 
How to Implement Data Governance Best Practice
How to Implement Data Governance Best PracticeHow to Implement Data Governance Best Practice
How to Implement Data Governance Best PracticeDATAVERSITY
 
Real-World Data Governance: Build Your Own Data Governance Tools
Real-World Data Governance: Build Your Own Data Governance ToolsReal-World Data Governance: Build Your Own Data Governance Tools
Real-World Data Governance: Build Your Own Data Governance ToolsDATAVERSITY
 
Real-World Data Governance: Data Governance Policy - Components and Content
Real-World Data Governance: Data Governance Policy - Components and ContentReal-World Data Governance: Data Governance Policy - Components and Content
Real-World Data Governance: Data Governance Policy - Components and ContentDATAVERSITY
 
Real-World Data Governance: A Different Way of Defining Data Stewards & Stewa...
Real-World Data Governance: A Different Way of Defining Data Stewards & Stewa...Real-World Data Governance: A Different Way of Defining Data Stewards & Stewa...
Real-World Data Governance: A Different Way of Defining Data Stewards & Stewa...DATAVERSITY
 
Real-World Data Governance: Selecting the Right Data Governance Approach
Real-World Data Governance: Selecting the Right Data Governance ApproachReal-World Data Governance: Selecting the Right Data Governance Approach
Real-World Data Governance: Selecting the Right Data Governance ApproachDATAVERSITY
 
Seiner dataversity-rwdg2017-05-operating modelofdatagovernanceroles-20170518f...
Seiner dataversity-rwdg2017-05-operating modelofdatagovernanceroles-20170518f...Seiner dataversity-rwdg2017-05-operating modelofdatagovernanceroles-20170518f...
Seiner dataversity-rwdg2017-05-operating modelofdatagovernanceroles-20170518f...DATAVERSITY
 
Real-World Data Governance: Data Governance Expectations
Real-World Data Governance: Data Governance ExpectationsReal-World Data Governance: Data Governance Expectations
Real-World Data Governance: Data Governance ExpectationsDATAVERSITY
 
Data Governance & Data Steward Certification
Data Governance & Data Steward CertificationData Governance & Data Steward Certification
Data Governance & Data Steward CertificationDATAVERSITY
 
Real-World Data Governance: How to Write a Data Steward Job Description
Real-World Data Governance: How to Write a Data Steward Job DescriptionReal-World Data Governance: How to Write a Data Steward Job Description
Real-World Data Governance: How to Write a Data Steward Job DescriptionDATAVERSITY
 
RWDG Webinar: Writing Data Governance Policies & Procedures
RWDG Webinar: Writing Data Governance Policies & ProceduresRWDG Webinar: Writing Data Governance Policies & Procedures
RWDG Webinar: Writing Data Governance Policies & ProceduresDATAVERSITY
 
RWDG Webinar Everybody is a Data Steward
RWDG Webinar Everybody is a Data StewardRWDG Webinar Everybody is a Data Steward
RWDG Webinar Everybody is a Data StewardDATAVERSITY
 
Data Governance and the Internet of Things
Data Governance and the Internet of ThingsData Governance and the Internet of Things
Data Governance and the Internet of ThingsDATAVERSITY
 
RWDG Webinar: A Data Governance Framework for Smart Data
RWDG Webinar: A Data Governance Framework for Smart DataRWDG Webinar: A Data Governance Framework for Smart Data
RWDG Webinar: A Data Governance Framework for Smart DataDATAVERSITY
 
Real-World Data Governance Webinar: Big Data Governance - What Is It and Why ...
Real-World Data Governance Webinar: Big Data Governance - What Is It and Why ...Real-World Data Governance Webinar: Big Data Governance - What Is It and Why ...
Real-World Data Governance Webinar: Big Data Governance - What Is It and Why ...DATAVERSITY
 

Ähnlich wie Real-World Data Governance Webinar: Agile and Data Governance - Bridging the Gap (20)

RWDG Webinar: Agile Data Governance - How to Apply Governance to Agile
RWDG Webinar: Agile Data Governance - How to Apply Governance to AgileRWDG Webinar: Agile Data Governance - How to Apply Governance to Agile
RWDG Webinar: Agile Data Governance - How to Apply Governance to Agile
 
RWDG Webinar: DIY and Purchased Data Governance Tools
RWDG Webinar: DIY and Purchased Data Governance ToolsRWDG Webinar: DIY and Purchased Data Governance Tools
RWDG Webinar: DIY and Purchased Data Governance Tools
 
The Data Model as a Data Governance Artifact
The Data Model as a Data Governance ArtifactThe Data Model as a Data Governance Artifact
The Data Model as a Data Governance Artifact
 
Real-World Data Governance Webinar: Data Governance Framework Components
Real-World Data Governance Webinar: Data Governance Framework ComponentsReal-World Data Governance Webinar: Data Governance Framework Components
Real-World Data Governance Webinar: Data Governance Framework Components
 
Real-World Data Governance: Modeling Data Governance
Real-World Data Governance: Modeling Data GovernanceReal-World Data Governance: Modeling Data Governance
Real-World Data Governance: Modeling Data Governance
 
Real-World Data Governance Webinar: Governance for Master Data
Real-World Data Governance Webinar: Governance for Master DataReal-World Data Governance Webinar: Governance for Master Data
Real-World Data Governance Webinar: Governance for Master Data
 
How to Implement Data Governance Best Practice
How to Implement Data Governance Best PracticeHow to Implement Data Governance Best Practice
How to Implement Data Governance Best Practice
 
Real-World Data Governance: Build Your Own Data Governance Tools
Real-World Data Governance: Build Your Own Data Governance ToolsReal-World Data Governance: Build Your Own Data Governance Tools
Real-World Data Governance: Build Your Own Data Governance Tools
 
Real-World Data Governance: Data Governance Policy - Components and Content
Real-World Data Governance: Data Governance Policy - Components and ContentReal-World Data Governance: Data Governance Policy - Components and Content
Real-World Data Governance: Data Governance Policy - Components and Content
 
Real-World Data Governance: A Different Way of Defining Data Stewards & Stewa...
Real-World Data Governance: A Different Way of Defining Data Stewards & Stewa...Real-World Data Governance: A Different Way of Defining Data Stewards & Stewa...
Real-World Data Governance: A Different Way of Defining Data Stewards & Stewa...
 
Real-World Data Governance: Selecting the Right Data Governance Approach
Real-World Data Governance: Selecting the Right Data Governance ApproachReal-World Data Governance: Selecting the Right Data Governance Approach
Real-World Data Governance: Selecting the Right Data Governance Approach
 
Seiner dataversity-rwdg2017-05-operating modelofdatagovernanceroles-20170518f...
Seiner dataversity-rwdg2017-05-operating modelofdatagovernanceroles-20170518f...Seiner dataversity-rwdg2017-05-operating modelofdatagovernanceroles-20170518f...
Seiner dataversity-rwdg2017-05-operating modelofdatagovernanceroles-20170518f...
 
Real-World Data Governance: Data Governance Expectations
Real-World Data Governance: Data Governance ExpectationsReal-World Data Governance: Data Governance Expectations
Real-World Data Governance: Data Governance Expectations
 
Data Governance & Data Steward Certification
Data Governance & Data Steward CertificationData Governance & Data Steward Certification
Data Governance & Data Steward Certification
 
Real-World Data Governance: How to Write a Data Steward Job Description
Real-World Data Governance: How to Write a Data Steward Job DescriptionReal-World Data Governance: How to Write a Data Steward Job Description
Real-World Data Governance: How to Write a Data Steward Job Description
 
RWDG Webinar: Writing Data Governance Policies & Procedures
RWDG Webinar: Writing Data Governance Policies & ProceduresRWDG Webinar: Writing Data Governance Policies & Procedures
RWDG Webinar: Writing Data Governance Policies & Procedures
 
RWDG Webinar Everybody is a Data Steward
RWDG Webinar Everybody is a Data StewardRWDG Webinar Everybody is a Data Steward
RWDG Webinar Everybody is a Data Steward
 
Data Governance and the Internet of Things
Data Governance and the Internet of ThingsData Governance and the Internet of Things
Data Governance and the Internet of Things
 
RWDG Webinar: A Data Governance Framework for Smart Data
RWDG Webinar: A Data Governance Framework for Smart DataRWDG Webinar: A Data Governance Framework for Smart Data
RWDG Webinar: A Data Governance Framework for Smart Data
 
Real-World Data Governance Webinar: Big Data Governance - What Is It and Why ...
Real-World Data Governance Webinar: Big Data Governance - What Is It and Why ...Real-World Data Governance Webinar: Big Data Governance - What Is It and Why ...
Real-World Data Governance Webinar: Big Data Governance - What Is It and Why ...
 

Mehr von DATAVERSITY

Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...DATAVERSITY
 
Data at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and GovernanceData at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and GovernanceDATAVERSITY
 
Exploring Levels of Data Literacy
Exploring Levels of Data LiteracyExploring Levels of Data Literacy
Exploring Levels of Data LiteracyDATAVERSITY
 
Building a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsBuilding a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsDATAVERSITY
 
Make Data Work for You
Make Data Work for YouMake Data Work for You
Make Data Work for YouDATAVERSITY
 
Data Catalogs Are the Answer – What is the Question?
Data Catalogs Are the Answer – What is the Question?Data Catalogs Are the Answer – What is the Question?
Data Catalogs Are the Answer – What is the Question?DATAVERSITY
 
Data Catalogs Are the Answer – What Is the Question?
Data Catalogs Are the Answer – What Is the Question?Data Catalogs Are the Answer – What Is the Question?
Data Catalogs Are the Answer – What Is the Question?DATAVERSITY
 
Data Modeling Fundamentals
Data Modeling FundamentalsData Modeling Fundamentals
Data Modeling FundamentalsDATAVERSITY
 
Showing ROI for Your Analytic Project
Showing ROI for Your Analytic ProjectShowing ROI for Your Analytic Project
Showing ROI for Your Analytic ProjectDATAVERSITY
 
How a Semantic Layer Makes Data Mesh Work at Scale
How a Semantic Layer Makes  Data Mesh Work at ScaleHow a Semantic Layer Makes  Data Mesh Work at Scale
How a Semantic Layer Makes Data Mesh Work at ScaleDATAVERSITY
 
Is Enterprise Data Literacy Possible?
Is Enterprise Data Literacy Possible?Is Enterprise Data Literacy Possible?
Is Enterprise Data Literacy Possible?DATAVERSITY
 
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...DATAVERSITY
 
Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?DATAVERSITY
 
Data Governance Trends - A Look Backwards and Forwards
Data Governance Trends - A Look Backwards and ForwardsData Governance Trends - A Look Backwards and Forwards
Data Governance Trends - A Look Backwards and ForwardsDATAVERSITY
 
Data Governance Trends and Best Practices To Implement Today
Data Governance Trends and Best Practices To Implement TodayData Governance Trends and Best Practices To Implement Today
Data Governance Trends and Best Practices To Implement TodayDATAVERSITY
 
2023 Trends in Enterprise Analytics
2023 Trends in Enterprise Analytics2023 Trends in Enterprise Analytics
2023 Trends in Enterprise AnalyticsDATAVERSITY
 
Data Strategy Best Practices
Data Strategy Best PracticesData Strategy Best Practices
Data Strategy Best PracticesDATAVERSITY
 
Who Should Own Data Governance – IT or Business?
Who Should Own Data Governance – IT or Business?Who Should Own Data Governance – IT or Business?
Who Should Own Data Governance – IT or Business?DATAVERSITY
 
Data Management Best Practices
Data Management Best PracticesData Management Best Practices
Data Management Best PracticesDATAVERSITY
 
MLOps – Applying DevOps to Competitive Advantage
MLOps – Applying DevOps to Competitive AdvantageMLOps – Applying DevOps to Competitive Advantage
MLOps – Applying DevOps to Competitive AdvantageDATAVERSITY
 

Mehr von DATAVERSITY (20)

Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
 
Data at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and GovernanceData at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and Governance
 
Exploring Levels of Data Literacy
Exploring Levels of Data LiteracyExploring Levels of Data Literacy
Exploring Levels of Data Literacy
 
Building a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsBuilding a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business Goals
 
Make Data Work for You
Make Data Work for YouMake Data Work for You
Make Data Work for You
 
Data Catalogs Are the Answer – What is the Question?
Data Catalogs Are the Answer – What is the Question?Data Catalogs Are the Answer – What is the Question?
Data Catalogs Are the Answer – What is the Question?
 
Data Catalogs Are the Answer – What Is the Question?
Data Catalogs Are the Answer – What Is the Question?Data Catalogs Are the Answer – What Is the Question?
Data Catalogs Are the Answer – What Is the Question?
 
Data Modeling Fundamentals
Data Modeling FundamentalsData Modeling Fundamentals
Data Modeling Fundamentals
 
Showing ROI for Your Analytic Project
Showing ROI for Your Analytic ProjectShowing ROI for Your Analytic Project
Showing ROI for Your Analytic Project
 
How a Semantic Layer Makes Data Mesh Work at Scale
How a Semantic Layer Makes  Data Mesh Work at ScaleHow a Semantic Layer Makes  Data Mesh Work at Scale
How a Semantic Layer Makes Data Mesh Work at Scale
 
Is Enterprise Data Literacy Possible?
Is Enterprise Data Literacy Possible?Is Enterprise Data Literacy Possible?
Is Enterprise Data Literacy Possible?
 
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
 
Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?
 
Data Governance Trends - A Look Backwards and Forwards
Data Governance Trends - A Look Backwards and ForwardsData Governance Trends - A Look Backwards and Forwards
Data Governance Trends - A Look Backwards and Forwards
 
Data Governance Trends and Best Practices To Implement Today
Data Governance Trends and Best Practices To Implement TodayData Governance Trends and Best Practices To Implement Today
Data Governance Trends and Best Practices To Implement Today
 
2023 Trends in Enterprise Analytics
2023 Trends in Enterprise Analytics2023 Trends in Enterprise Analytics
2023 Trends in Enterprise Analytics
 
Data Strategy Best Practices
Data Strategy Best PracticesData Strategy Best Practices
Data Strategy Best Practices
 
Who Should Own Data Governance – IT or Business?
Who Should Own Data Governance – IT or Business?Who Should Own Data Governance – IT or Business?
Who Should Own Data Governance – IT or Business?
 
Data Management Best Practices
Data Management Best PracticesData Management Best Practices
Data Management Best Practices
 
MLOps – Applying DevOps to Competitive Advantage
MLOps – Applying DevOps to Competitive AdvantageMLOps – Applying DevOps to Competitive Advantage
MLOps – Applying DevOps to Competitive Advantage
 

Kürzlich hochgeladen

7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...Paul Menig
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsP&CO
 
Monthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxMonthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxAndy Lambert
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdfRenandantas16
 
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Dave Litwiller
 
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...lizamodels9
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxWorkforce Group
 
M.C Lodges -- Guest House in Jhang.
M.C Lodges --  Guest House in Jhang.M.C Lodges --  Guest House in Jhang.
M.C Lodges -- Guest House in Jhang.Aaiza Hassan
 
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Lviv Startup Club
 
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒anilsa9823
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Servicediscovermytutordmt
 
Insurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageInsurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageMatteo Carbone
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Neil Kimberley
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangaloreamitlee9823
 
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Roland Driesen
 
RSA Conference Exhibitor List 2024 - Exhibitors Data
RSA Conference Exhibitor List 2024 - Exhibitors DataRSA Conference Exhibitor List 2024 - Exhibitors Data
RSA Conference Exhibitor List 2024 - Exhibitors DataExhibitors Data
 
Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan CommunicationsPharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communicationskarancommunications
 
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfAdmir Softic
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Serviceritikaroy0888
 

Kürzlich hochgeladen (20)

7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...7.pdf This presentation captures many uses and the significance of the number...
7.pdf This presentation captures many uses and the significance of the number...
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and pains
 
Monthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxMonthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptx
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
 
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
 
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptx
 
M.C Lodges -- Guest House in Jhang.
M.C Lodges --  Guest House in Jhang.M.C Lodges --  Guest House in Jhang.
M.C Lodges -- Guest House in Jhang.
 
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
 
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Service
 
Insurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageInsurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usage
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
 
Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...
 
RSA Conference Exhibitor List 2024 - Exhibitors Data
RSA Conference Exhibitor List 2024 - Exhibitors DataRSA Conference Exhibitor List 2024 - Exhibitors Data
RSA Conference Exhibitor List 2024 - Exhibitors Data
 
Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan CommunicationsPharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communications
 
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Service
 

Real-World Data Governance Webinar: Agile and Data Governance - Bridging the Gap

  • 1. 1 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG 1 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG Real-World Data Governance Agile and Data Governance – Bridging the Gap Monthly Webinar Series Hosted by DATAVERSITY Robert S. Seiner – KIK Consulting / TDAN.com January 15, 2015 – 2:00 p.m. EST Robert S. Seiner KIK Consulting & Educational Services – KIKconsulting.com The Data Administration Newsletter – TDAN.com
  • 2. 22 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 2 • Non-Invasive Data Governance: The Path of Least Resistance and Greatest Success – ISBN 9781935504856 / Technics Publishing – September 1 • KIKConsulting.com Home of Non-Invasive Data Governance™ • DATAVERSITY Events Enterprise Data World 2015 Progressive Topics in Data Governance: Big Data, Agile and the IoT – Half-Day Tutorial – March 30 Bridging the Gap Current Events
  • 3. 33 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 3 • Real-World Data Governance – Monthly Webinar Series – February 19, 2015 – Data Governance Roles & Responsibilities – March 19, 2015 – Data Governance Best Practice Criteria – Third Thursday of Every Month at 2pm EST – Register On-Line at DATAVERSITY.net or KIKConsulting.com Bridging the Gap Upcoming Webinars
  • 4. 44 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 4 • The concepts of Agile Software Development have been applied in many ways in many organizations with differing levels of success. Nobody is surprised that Agile Methods and Data Governance Methods can be at odds with each other. But still they are doing their best to coexist. – Can Data Governance be applied to Agile projects? – Can Data Governance be applied in an Agile way? – These are two fascinating questions. Bridging the Gap Abstract
  • 5. 55 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 5 • This session focuses on discovering ways to bridge the gap. • This session will cover: – Data Governance and Agile Definitions – Applying Governance to Agile Projects – Being Agile with our Governance Requirements – Can the two coexist? – Selling Agile to Governance People and the other way around Bridging the Gap Abstract
  • 6. 66 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 6 • Data Governance – Data Governance is the Execution and Enforcement of Authority Over the Management of Data and Data-Related Resources. • Data Stewardship – Data Stewardship is the Formalization of Accountability Over the Management of Data and Data-Related Resources. Bridging the Gap Data Governance Definitions
  • 7. 77 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 7 • Non-Invasive Data Governance™ – The practice of: • applying formal accountability & behavior • through non-invasive roles & responsibilities • to existing and / or new processes • to assure that the definition, production & usage of data • assures regulatory compliance, security, privacy, protection & quality. – Non-Invasive describes how governance is applied to assure non-threatening management of valuable data assets. – The goal is to be • Transparent • Supportive • Collaborative. Bridging the Gap Data Governance Definitions
  • 8. 88 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 8 • Defining the Agile Manifesto – Leading to Good Design – People / Interaction – Speed / Effectiveness – Software / Working Products – Requirements / Collaboration – Response / Evolvement Bridging the Gap Agile Definitions
  • 9. 99 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 9 • To follow Agile methods – Good Design includes the definition of – Themes – Broad way of describing an area of focus (Grouping of Epics) – Epics – Collection of Functions (Grouping of User Stories) – User Stories – Basis for defining the functions a business system must provide, and to facilitate requirements management, often limited in detail by what can be hand-written on a small paper notecard. • User Stories – As a ____ I would like to be able to ____ so that I can _____. • “Agile is dependent on quality definition of User Stories.” Bridging the Gap Agile Definitions
  • 10. 1010 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 10 • Waterfall – A linear and sequential approach to software development, each waterfall stage is assigned to a separate team to ensure greater project and deadline control, important for on-time project delivery. A linear approach means a stage by stage approach for product building, e.g. 1. Analyze and Prioritize Business Requirements / Needs. 2. Design Business Requirements Translated into IT Solution. 3. Processes Defined, Layouts Built, Code Implementation. 4. Evolves into Tested Solution for Implementation 5. Testing for Evaluation by End-User. 6. Evaluation and Maintenance Bridging the Gap Agile vs. Waterfall
  • 11. 1111 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 11 • Repetitive Themes of Agile Principles (and there are many) – Complete Feature Before Moving On – Test Early and Often – Active User participation – Empowerment, Satisfy Customer – Timing – Deliver Work Quickly, Incrementally – Requirements at a High Level / Technical Debt to be Paid – Lightweight & Visual – Requirements Evolve / Timescale Fixed – Software as Progress Measure – Develop Small, Incremental Releases – Attention to Good Design, Technical Excellence – Simplicity is Essential – Maximizing the Amount of Work – Self Organized & Independent Teams Bridging the Gap Agile Principles
  • 12. 1212 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 12 • How do you begin to bring together approaches that are so far apart? • Begin by looking at what they have in common • Strengthen that • Build on that • Rinse & Repeat • Is there a difference between: Data People & Agile People Bridging the Gap Look for Common Ground
  • 13. 1313 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 13 • Repetitive Themes of Agile Principles – Complete Feature Before Moving On – Test Early and Often – Active User participation – Empowerment, Satisfy Customer – Timing – Deliver Work Quickly, Incrementally – Requirements at a High Level / Technical Debt to be Paid – Lightweight & Visual – Requirements Evolve / Timescale Fixed – Software as Progress Measure – Develop Small, Incremental Releases – Attention to Good Design, Technical Excellence – Simplicity is Essential – Maximizing the Amount of Work – Self Organized and Independent Teams Bridging the Gap Things Data People Have No Problem With
  • 14. 1414 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 14 • Repetitive Themes of Agile Principles – Complete Feature Before Moving On – Test Early and Often – Timing – Deliver Work Quickly, Incrementally – Lightweight & Visual – Software as Progress Measure – Develop Small, Incremental Releases – Attention to Good Design, Technical Excellence – Simplicity is Essential – Maximizing the Amount of Work – Self Organized and Independent Teams Bridging the Gap Things Data People Have No Problem With
  • 15. 1515 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 15 • Repetitive Themes of Agile Principles – Complete Feature Before Moving On – Test Early and Often – Active User participation – Empowerment, Satisfy Customer – Timing – Deliver Work Quickly, Incrementally – Requirements at a High Level / Technical Debt to be Paid – Lightweight & Visual – Requirements Evolve / Timescale Fixed – Software as Progress Measure – Develop Small, Incremental Releases – Attention to Good Design, Technical Excellence – Simplicity is Essential – Maximizing the Amount of Work – Self Organized and Independent Teams Bridging the Gap Apply Governance to Agile
  • 16. 1616 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 16 • Target these Agile Principles to Bridge the Gap 1. Active User Participation – Empowerment, Satisfy Customer 2. Requirements at a High Level / Technical Debt to be Paid 3. Requirements Evolve / Timescale Fixed Bridging the Gap Apply Governance to Agile
  • 17. 1717 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 17 1. Active User Participation – Empowerment, Satisfy Customer ‒ Cut from the Same Mold – Uncertain need for improvement! ‒ Data Governance Speaks this Same Language ‒ Essence of being non-invasive is to formalize accountability ‒ Data Governance Bill of “Rights”  Getting the “Right” People  Involved at the “Right” Time  In the “Right” Way  Using the “Right” Data  To Make the “Right” Decision  Leading to the “Right” Solution  … Most of the Time Bridging the Gap Apply Governance to Agile
  • 18. 1818 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 18 • Active User Participation – Empowerment, Satisfy Customer ‒ Data Governance is the Execution and Enforcement of Authority ‒ The typical Customer of Data Governance is Leadership ‒ The typical Customer of Agile Development is Leadership ‒ Leadership Requires Support, Sponsorship & Understanding Bridging the Gap Apply Governance to Agile
  • 19. 1919 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 19 • Active User Participation – Empowerment, Satisfy Customer ‒ Leadership Requires Satisfaction: ‒ Results from Data Governance & Agile ‒ Metrics from Data Governance & Agile ‒ Value from Data Governance & Agile ‒ Acceptance of Data Governance with Agile and the reverse. Bridging the Gap Apply Governance to Agile
  • 20. 2020 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 20 • Active User Participation – Empowerment, Satisfy Customer ‒ Results, Metrics, Value and Acceptance of Improvements in: Bridging the Gap Apply Governance to Agile
  • 21. 2121 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 21 2. Requirements at a High Level / Technical Debt to be Paid – This is where there is the greatest potential to bridge the gap. – Data Management practitioners pride themselves on capturing metadata. – Data Governance & Metadata Two-Way Street – Relationship Between Requirements and Metadata Bridging the Gap Apply Agile to Governance
  • 22. 2222 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 22 • Requirements at a High Level / Technical Debt to be Paid – Agile calls for Requirements through User Stories • Little impact analysis is completed so “Big Picture” may not be considered. • Details such as screen prints and report layouts are often provided. • Requirements can be out of context. – Waterfall Methodology starts with High-Level Requirements • Starts with “Big Picture” and drills down to Lower-Level Requirements • Up-front analysis of impact to organization. • Requirements take time and agreement; potentially delaying the Project. – One main reason why Agile advocates says that Waterfall is a thing of the past. Bridging the Gap Apply Agile to Governance
  • 23. 2323 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 23 • Requirements at a High Level / Technical Debt to be Paid – Must data requirements include the Logical & Physical Modeling of Data? • Models require questions … about cardinality, retention, growth, etc. • Models promote a common understanding • Requires the participation of a Data Analyst / Data Architect. – Without detailed requirements – projects create their own understanding which in turn can result in ambiguity, replication, etc. – Requirements associated with data: • Definition – Business Glossary, Data Dictionary, Vocabulary, Taxonomy • Production – Data Movement, Mapping, Transformation, Legacy, Lineage • Usage – Business Rules, Protection, Security, Classification, Sharing Bridging the Gap Apply Agile to Governance
  • 24. 2424 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 24 • Requirements at a High Level / Technical Debt to be Paid – Questions for Data People about Requirements: • Are we asking for too much documentation? • Are we not gathering enough documentation? • Do we use it all? – Consider the specific value you get from your specific metadata. Bridging the Gap Apply Agile to Governance
  • 25. 2525 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 25 • Requirements at a High Level / Technical Debt to be Paid – There is not a perfect answer to the “How much documentation” question. – Recognize that Data People typically ask for lots of requirements / documentation. – The question is – Are Data Requirements a good thing? Or a bad thing? Bridging the Gap Apply Agile to Governance
  • 26. 2626 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 26 • Requirements at a High Level / Technical Debt to be Paid – Progression of Questions: • Can we do without data requirements and still have good data? • Are requirements the same thing as documentation? • Requires Resources to Collect the Requirements / Documentation Bridging the Gap Apply Agile to Governance
  • 27. 2727 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 27 • Requirements at a High Level / Technical Debt to be Paid – Progression of Questions: • Whose responsibility is it to collect the requirements / documentation? – Who defines / decides what is essential – Who produces what is essential – Who uses what is essential • These activities fall outside the scope of Agile Team deliverables. Bridging the Gap Apply Agile to Governance
  • 28. 2828 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 28 • Requirements at a High Level / Technical Debt to be Paid – Progression of Questions: • Is there a point that we are asking for (demanding) too much documentation? • How much documentation is necessary from: – Agile Development perspective – Data Governance perspective • Requires a negotiation of Common Ground if we are going to Bridge the Gap. Bridging the Gap Apply Agile to Governance
  • 29. 2929 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 29 • Requirements at a High Level / Technical Debt to be Paid – Additional Questions to Consider when Bridging the Gap: • Can the Data People streamline their way of thinking and limit the requirements while still being effective? • Can the Data People provide the tools, techniques, metrics and templates to become more agile in their approach to gaining the essential requirements and still keep the enterprise perspective? Bridging the Gap Apply Agile to Governance
  • 30. 3030 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 30 • Requirements at a High Level / Technical Debt to be Paid • Limit Data Demand for Requirements • Provide Tools to Effectively Capture Essential Requirements • Provide Resource(s) Focused on the Data / Agile Relationship • Incrementally Build Governance into Agile • These are ways to Bridge the Gap. Bridging the Gap Apply Agile to Governance
  • 31. 3131 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 31 • Requirements at a High Level / Technical Debt to be Paid – Requirements that will eventually need to be addressed / Parking Lot List – Also referred to as design debt or code debt – Metaphor referring to the eventual consequences of poor system design The debt can be thought of as work that needs to be done before a particular job can be considered complete or proper. If the debt is not repaid, then it will keep on accumulating interest, making it hard to implement changes later on. Wikipedia – Debt can be accumulated in each step of the methodology – Agile or Waterfall – This is the biggest reason why Data People are skeptical about Agile. Bridging the Gap Apply Agile to Governance
  • 32. 3232 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 32 • Requirements at a High Level / Technical Debt to be Paid – Reasons why Technical Debt accumulates • Business pressures - where the business considers getting something released sooner before all of the necessary changes are complete, builds up technical debt comprising those uncompleted changes. • Lack of process or understanding - where businesses are blind to the concept of technical debt, and make decisions without considering the implications. • Lack of building loosely coupled components - where functions are not modular, the software is not flexible enough to adapt to changes in business needs. • Lack of test suite - which encourages quick and risky Band-Aids to fix bugs. • Lack of documentation - where code is created without necessary supporting documentation. That work to create the supporting documentation represents a debt that must be paid. Bridging the Gap Apply Agile to Governance
  • 33. 3333 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 33 • Requirements at a High Level / Technical Debt to be Paid – Reasons why Technical Debt accumulates • Lack of collaboration - where knowledge isn't shared around the organization and business efficiency suffers, or junior developers are not properly mentored • Parallel development at the same time on two or more branches - can cause the buildup of technical debt because of the work that will eventually be required to merge the changes into a single source base. The more changes that are done in isolation, the more debt that is piled up. • Delayed refactoring – As the requirements for a project evolve, it may become clear that parts of the code have become unwieldy and must be refactored in order to support future requirements. The longer that refactoring is delayed, and the more code is written to use the current form, the more debt that piles up that must be paid at the time the refactoring is finally done. • Lack of knowledge - when the developer simply doesn't know how to write elegant Bridging the Gap Apply Agile to Governance
  • 34. 3434 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 34 3. Requirements Evolve / Timescale Fixed – This is the biggest challenge when considering ways to Bridge the Gap. – From both perspectives • Evolving Requirements • Fixed Period of Time. – It’s like shooting at a moving target but being told to keep still. Bridging the Gap Working Together
  • 35. 3535 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 35 • Requirements Evolve / Timescale Fixed – Requirements evolve means a gradual process in which the requirement (including data requirements) change into a different and usually more complex or better form. – Let’s break this down: • Gradual process – not all at once – requires constant management • Changes into something different – requires constant management • Usually more complex or better form – requires constant management Bridging the Gap Working Together
  • 36. 3636 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 36 • Requirements Evolve / Timescale Fixed – Management of Requirements requires Governance of Requirements. – Agile is a form of Governance – Just not Data Governance. – Bottom line with Governance is The Execution and Enforcement of Authority Bridging the Gap Working Together
  • 37. 3737 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 37 • Requirements Evolve / Timescale Fixed – The challenge is to gather the: • Most valuable requirements / documentation – and use it effectively • Most effective requirements – and make them available • Most available requirements – and make certain essentials are covered • Most essential requirements – in a short period of time. Bridging the Gap Working Together
  • 38. 3838 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 38 • Requirements Evolve / Timescale Fixed – Three traditional variables of planning: • Time • Resources • Expectations – Give me two and I can give you the third. Bridging the Gap Working Together
  • 39. 3939 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 39 • Approaches to Bridging the Gap – Many synergies; Show them. – Negotiate Levels of Requirements / Documentation – Leadership Decision through Understanding Relationship – Software to Data same as Pipes to Water – Agile is Important – Software is the Engine; Good Luck with that. Bridging the Gap Selling Agile to Data People
  • 40. 4040 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 40 • Approaches to Bridging the Gap – Many synergies; Show them. – Negotiate Levels of Requirements / Documentation – Leadership Decision through Understanding Relationship – Software to Data same as Pipes to Water – Governance is Important – Data as an Asset; Good Luck with that. Bridging the Gap Selling Governance to Agile People
  • 41. 4141 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 41 • Alignment of Data Management and Software Development • Information Technology = “Information” + “Technology” – Are they together only in the name? – Who has responsibility for the Information? Data? – Who has the accountability for the Technology? Software? – Are these the people that need to co-exist? – Can Data Governance adjust for Agile Projects? – Can We Control the Volume of Data Requirements? Bridging the Gap Can the Two Co-Exist?
  • 42. 4242 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 42 • Data People – Agile Development is here to stay. – Agile is a strong methodology that, when followed, is very effective. – The goals of being agile align with what is expected from management. – We need to find a way to work in conjunction with the Agile People. • Agile People – Data Governance is here to stay. – Data is what flows through the pipeline of what you are developing. – Without quality data, the systems are less than valuable. – You need to find a way to work in conjunction with the Data People. Bridging the Gap For all you …
  • 43. 4343 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 43 • This session covered: – Data Governance and Agile Definitions – Applying Governance to Agile Projects – Being Agile with our Governance Requirements – Can the two coexist? – Selling Agile to Governance People and the other way around • Questions & Answers Bridging the Gap Summary
  • 44. 4444 Copyright © 2012 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting Twitter About This Webinar at #RWDG Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG 44 • Robert S. Seiner KIK Consulting & Educational Services – KIKconsulting.com The Data Administration Newsletter – TDAN.com Post Office Box 112571, Upper St. Clair, Pennsylvania 15241 412.220.9643, 412.220.9644 (Fax) rseiner@kikconsulting.com rseiner@tdan.com @RSeiner Bridging the Gap Contact Information