DANASTRA Maturity Model
We asses together with you which stage of the Maturity your Company is at from an Organisational, Analytics and Data perspective, and define an actionable Strategic Plan how to become from Good to the Best in your Industry without disrupting Business continuity. By progressing with the maturity stages your Business will get closer to leverage all Data as a Strategic asset to drive Customer satisfaction and Business performance and constantly exceeding the expectations.
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STAGE
DATA MATURITY
ANALYTICS MATURITY
BUSINESS MATURITY
ACTION
QUESTIONS
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DISCOVER
„UNAWARE”
Spreadsheets
Reporting
Spreadsheet reporting
Access
Turns company data into static reports
Trying to find the question -
DIAGNOSE
„OPPORTUNISTIC”
Relational
Descriptive
Data discovery
Measure
Transform Data to higher granularity level
Describes situation by KPIs
Answers the question “What happened?”
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MODEL
„FOCUSED”
Multidimensional
Diagnostic
Business Insights
Identify
Transform Data to Information
Answers “Why did it happen?”
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ANTICIPATE
„STRATEGIC”
EDW
Predictive
Scaled applications
Extrapolate
Transform Information on the past to information on the future
Answers “What may happen?”
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DECIDE
„ENTERPRISE”
Big data / Unstructured
Prescriptive
Self-serve / Collaborative
Scale
Transform Information to Knowledge
Answers “Why is this going to happen?”
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INTERVENE
„TRANSFORMATIVE”
One Stop Shop
Recommending
Analytics ecosystems
Optimise
Transform Knowledge to Decisions
Answers “How to prevent? How to decide?”
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ORGANISATIONAL MATURITY SERVICES
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"Start-up like"
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Reporting Capabilities
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Resource Management System
Training and Self-Development Program
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Forming Organisational Structure
Skillset Matrix
Career Management
SMARTER Goals
Employer Branding
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Stable Organisational Structure
Complex Motivation System
Project Controlling
E-Learning Platform
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Comprehensive Organisational System
Knowledge Centre
Interconnected Talent Management, Delivery & Operations
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PRODUCTS
&
ENABLERS
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Eagerness to Learn
Quality People and dedication -
VIZ CoE
Reporting Capabilities
Workshop & Prototyping
Visualisation Standards
Training (Statistics)
Incubation Programme
Business Domain Knowledge
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VIZ CoE
Workshop & Prototyping
UI & UX
User Help Desk
E-Learning
BI CC
Data Mashup
Data Analytics Capabilities
Training (Data Mining)
Desk Research
Incubation Programme
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VIZ CoE 2.0
E-Learning Platform
BI CC
Data Mashup
Automation
Agile Self-Serve
Advanced Analytics Toolbox
Data Science: Simulation
Incubation Programme
iAnalyst
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VIZ CoE 2.0
Collaborative Platform
BigData Full Stack
Data Analytics Strategy
Machine Learning Capabilities
FULL AA service & Consultant Layer
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Recommendation Engine
Data Analytics Strategy
DeepLearning Capabilities
Data Science as Air:
a prescriptive model is able to predict the possible consequences based on different choice of action, it can also recommend the best course of action for any pre-specified outcome
Hindsight
Insight
