lean data lineage v10
TRANSCRIPT
Lean Data Lineage
accelerated approaches to achieve business outcomes
Data To Value
Architecture
Onsite consulting & onsite / offsite
managed services
We help firms get more value from their data
Lean data specialists
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
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
Business Drivers
Cost Management
Compliance
Increasing Value
Data Movement Evolution
Point To Point
Data Integration
Integration Hairball
Complicationlarger organisations have very
complex data integration and
business intelligence landscapes
Data Lineage Use Cases
Impact Analysis
Regulatory Reporting
Error Resolution
Data Lineage Environment
Expertise
Tooling
Documentation
Solutionapply lean data management approach and tools
to analyse, benchmark and deliver
Lean Data Management
Lean Data Management
Shorter iterations
Prototyping & Minimum
Viable Products
Build-Measure-
Learn cycle
Early adopters
Cross functional
teams
Actionable metrics
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
Outcomes
what will be different if you apply these techniques?
Lineage Outcomes
Efficiency & Accuracy
Clarity & Transparency
Timeliness
Future State Vision
data quality &
governance
metrics
data models,
glossaries &
dictionaries
disparate
data &
metadata
data profiling
& metadata
discovery
Ontologies
Controlled vocabularies
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
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