Enterprise Data Architecture Deliverables
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Transcript of Enterprise Data Architecture Deliverables
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An Enterprise Data Architects thoughts on…
Lars E Martinssonwww.linkedin.com/in/larsmartinsson
Data Architecture Deliverables for Software Development Orgs
…for proper risk management
Content and opinions in this material are those of the author. Opinions may not represent those of any prior, current or future employer
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Content• Presentation Goal• Data Architecture Influencers (Roles)• Data Architecture at 100 000 feet (Disciplines)• Data Architecture at 10 000 feet (Domains)• Data Architecture at Ground Level (Deliverables)• More information (Why, How, Templates)
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Presentation Goal• This presentation lists over 200 data architecture
related deliverables – Based on decades of work building large scale software– Consider to complete stated deliverables if you are in
business of developing enterprise class-or-size software – If a deliverable is skipped the tentative risk and cost should
be discussed with relevant stakeholders
• The goal is to remind Enterprise Data Architects– What deliverables should be created, and for each state– What role the architect plays (delivers, approves, consumes)
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Data Architecture Influencers (Roles)
Enterprise Data Architect
Enterprise Software Architect
Enterprise Applications Architect
Enterprise Business Architect
Enterprise Security Architect
Product Data Librarian
Product Manager
Development Manager
Architecture Review Board Product Steering Committee
Chief Technology Officer Product Portfolio Manager
Customer CouncilGeneral Manager
Product Data Modeler
Product Architect
IT Architect
Message: Managing The Data Architecture is a collaborative effort“Mainly Defines and Governs” “Mainly Requests and Implements”
IT Security ArchitectAuditor
Vendor
Bleeding Edge Customer
Product Analyst
Data Privacy Officer
Warehouse Architect
Science Data Architect
Database Administrator
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Data Architecture at 100 000 Feet (Disciplines)
1. Data Asset Discovery2. Data Strategy3. Data Governance4. Data Modeling5. Data Access6. Data Content Management7. Data Analysis8. Data Life Cycle Management9. Data Management Practice
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Data Architecture at 10 000 feet (Domains)
1. Data Asset Discovery– Enterprise Modeling– Functional Modeling– Data Store Inventory
2. Data Strategy– Roadmap– Technology
3. Data Governance– Policies, Processes, QA– Standards– Reviews
4. Data Modeling– Enterprise Data Modeling– Information Architecture Modeling– Information Analysis Modeling– Physical Data Modeling
5. Data Access– Data Security Standard– Product Security
6. Data Content Management– Reference Data– Master Data– Documents
7. Data Analysis– Meta Data– Data Warehouse– Business Intelligence– Analytics Modeling
8. Data Life Cycle Management– Packaging– Deployment– Operation
9. Data Management Practice– Project Sponsorship– Professional Development– Collaboration and Evangelism
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Discipline 1: Data Asset Discovery
• This discipline provides info that is crucial to define and ongoing refine the Data Architecture• Priority from a Data Architecture perspective. Full Role Names can be found on the role slide
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Discipline 2: Data Strategy
• The Enterprise Data Architect is heavily involved in defining roadmap, setting scope and follow-up on implementations as well as compile lists of data technologies used
• Coordinating data related tool use cross the Enterprise may yield significant synergies• Consider these items even if you want to be “lightweight” on governance (next slide)
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Discipline 3: Data Governance
• Many other important Design Patterns exist – those mentioned only representative
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Discipline 4: Data Model Management
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Discipline 5: Data Access
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Discipline 6: Data Content Management
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Discipline 7: Data Analysis
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Discipline 8: Data Life Cycle Management
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Discipline 9: Data Management Practice
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Proposed Next Step
This presentation listed over 200 deliverables an Enterprise Data Architect should evangelize and is a light introduction to “frame the scope” to anyone thinking about Enterprise Data ArchitectureTo successfully execute on each deliverable more information must be created (e.g. deliverable descriptions, why/benefits, contributing roles, exit/measure criteria, ready-to-use templates etc.)
www.linkedin.com/in/larsmartinssonFeedback? Contact me through LinkedIn