Lean Data Lineage v10
-
Upload
data-to-value-ltd -
Category
Documents
-
view
273 -
download
0
Transcript of Lean Data Lineage v10
![Page 1: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/1.jpg)
Lean Data Lineage
accelerated approaches to achieve business outcomes
![Page 2: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/2.jpg)
Data To Value
Architecture
Onsite consulting & onsite / offsite
managed services
We help firms get more value from their data
Lean data specialists
![Page 3: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/3.jpg)
Tools & Partners
Data governance & metadata repository
• Semanta Encyclopaedia
Data Profiling & Quality Management
• Experian Pandora
Data Lineage & Enterprise Information Flows
• Manta Tools - Flow, Checker, Data Types
Semantic Web & Linked Data platform
• Server – knowledge graph management
• Entity -Extraction
Amazon Web Services
• Cloud storage, analysis & processing tools.
Data Modeling
• SPARX Enterprise Architect
• Oracle Data Modeller
Data Visualisation
• Tableau
technology partners help accelerate delivery
across all practice areas
![Page 4: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/4.jpg)
Situationthe ability within a data architecture to
trace data from its origination
through all the processes that touch it
in that architecture
to all the places where it is used
![Page 5: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/5.jpg)
Business Drivers
Cost Management
Compliance
Increasing Value
![Page 6: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/6.jpg)
Data Movement Evolution
Point To Point
Data Integration
Integration Hairball
![Page 7: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/7.jpg)
Complicationlarger organisations have very
complex data integration and
business intelligence landscapes
![Page 8: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/8.jpg)
Data Lineage Use Cases
Impact Analysis
Regulatory Reporting
Error Resolution
![Page 9: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/9.jpg)
Data Lineage Environment
Expertise
Tooling
Documentation
![Page 10: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/10.jpg)
Solutionapply lean data management approach and tools
to analyse, benchmark and deliver
![Page 11: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/11.jpg)
Lean Data Management
Lean Data Management
Shorter iterations
Prototyping & Minimum
Viable Products
Build-Measure-
Learn cycle
Early adopters
Cross functional
teams
Actionable metrics
![Page 12: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/12.jpg)
Data Lineage AccelerationHarvest metadata
Capture quality, governance &
modelling notes
Review issues & enrich
documentation
Discover
Build
Measure
Learn
Test rules & capture metrics
Data Profiling & Data Discovery
Dependency, relationship & lineage analysis
Integrate metadata
Prototype data solutions
Implement practical Data Governance
Produce insights and analysis
Track progress
Plan next steps & progress solutions
![Page 13: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/13.jpg)
Outcomes
what will be different if you apply these techniques?
![Page 14: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/14.jpg)
Lineage Outcomes
Efficiency & Accuracy
Clarity & Transparency
Timeliness
![Page 15: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/15.jpg)
Future State Vision
data quality &
governance
metrics
data models,
glossaries &
dictionaries
disparate
data &
metadata
data profiling
& metadata
discovery
Ontologies
Controlled vocabularies
![Page 16: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/16.jpg)
Managed Services - Architecture
Unstructured Data
Documents, webpages etc.
analysed
- Customers- Products
- Sales- Activities- Searches
- … Issues, Insights and actions fed back into cycle
Data DiscoveryData
Modelling
Insights & enhancements presented using best
practice artefacts
Data Profiling
Data Mining
Clean, transformed, enriched, integrated, well
defined data outputs
Data Management
Data Cleansing
Standardising & enriching
Reverse Engineering
DocumentingData
Sources
Structured Data
Disparate Files &
Databases analysed
![Page 17: Lean Data Lineage v10](https://reader031.fdocuments.in/reader031/viewer/2022021813/5882eae61a28ab3f1e8b461d/html5/thumbnails/17.jpg)
Passionate, Innovative, Lean
Lean Data Management Specialists
Data to Value Ltd.
2nd Floor Elizabeth House
39 York Road
London SE1 7NQ
United Kingdom
T +44 (0) 208 278 7351
www.datatovalue.co.uk
#leandata
@DataToValue