lean data lineage v10

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

info@datatovalue.co.uk