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Dell Data Maturity Model - Coggle Diagram
Dell Data Maturity Model
https://www.cio.com/article/238210/the-four-stages-of-the-data-maturity-model.html
Data Aware
Functional Characteristics
Compilation of non-standard report from different systems
Standardized reporting
No standardized KPIs
Technical Characteristics
Multiple BI Systems
Multiple source of truth data sources
Multiple data platforms
Lack of data and app integration
Areas of Focus
Data Modeling
Database Design
Data normalization
Single BI Platform
Migrate standardized reports to BI Platform
MDM Strategy
Data Proficient
Areas of Focus
Data and App Integration
Data Quality
ETL Optimization
Modern data platform
Speed of data delivery
Technical
No ability to leverage unstructured data
Incomplete warehouse
No app and data integration
Functional
Data quality is questioned
Business tracking KPIs
Executive Sponsorship lacking to drive data maturity across organizational silos
Demanded innovation exceeds IT capability to deliver
Data Savvy
Functional
Data used to make business decisions for key initiatives
Executive sponsorship in place to break down organizational and data silos
Data used as a competitive differentiator
IT and Business Partnership in place
Technical
Trusted, scalable data platform in place
Areas of Focus
Build advanced data capabilities
Build modern data platform
Integrate all apps and data sources
Predictive analytics
Enable users to perform their own analysis
Data Driven
Functional
No Data = No Decision
IT and business are one cohesive unit
Scale data strategy while reducing cost
Technical
all data sources and apps integrated
advanced analytics platform implemented
Modern data platform implemented
Areas of Focus
Embedded analytics
Into apps
Into business processes
Prescriptive analytics
Scale beyond databases and data platforms
Investment in UI/UX functional roles
ML / AI