Assessment Input Report

Acme Retail Group · generated 9/15/2026, 10:47:09 PM

Maturity per dimension (weighted)

Data StrategyAs-Is 3.1 · To-Be 4.5

Data GovernanceAs-Is 3.0 · To-Be 4.3

ArchitectureAs-Is 3.0 · To-Be 4.4

Data QualityAs-Is 3.1 · To-Be 4.3

MetadataAs-Is 2.9 · To-Be 4.3

Data AnalyticsAs-Is 3.1 · To-Be 4.3

IntelligenceAs-Is 3.0 · To-Be 4.3

Data CultureAs-Is 2.9 · To-Be 4.3

Scores

Dimension	As-Is	To-Be	Gap	Coverage
Data Strategy	3.05	4.51	1.46	100%
Data Governance	3.05	4.27	1.23	100%
Architecture	2.96	4.43	1.47	100%
Data Quality	3.06	4.31	1.25	100%
Metadata	2.91	4.33	1.42	100%
Data Analytics	3.07	4.28	1.22	100%
Intelligence	2.97	4.34	1.37	100%
Data Culture	2.95	4.32	1.37	100%

Summaries by role

Chief Data Officer — Dana Voss

Justifications

Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.
Observed during the Data Maturity review of the Chief Data Officer domain.

Good practices

Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.

Proposed improvements

Formalise ownership and add a monthly review of STR-01.
Formalise ownership and add a monthly review of STR-02.
Formalise ownership and add a monthly review of STR-03.
Formalise ownership and add a monthly review of STR-04.
Formalise ownership and add a monthly review of GOV-01.
Formalise ownership and add a monthly review of GOV-02.
Formalise ownership and add a monthly review of GOV-03.
Formalise ownership and add a monthly review of GOV-04.
Formalise ownership and add a monthly review of ARC-01.
Formalise ownership and add a monthly review of ARC-02.
Formalise ownership and add a monthly review of DQT-01.
Formalise ownership and add a monthly review of DQT-02.
Formalise ownership and add a monthly review of DQT-03.
Formalise ownership and add a monthly review of MDT-01.
Formalise ownership and add a monthly review of MDT-02.
Formalise ownership and add a monthly review of DST-01.
Formalise ownership and add a monthly review of DST-02.
Formalise ownership and add a monthly review of DST-03.
Formalise ownership and add a monthly review of INT-01.
Formalise ownership and add a monthly review of INT-02.
Formalise ownership and add a monthly review of INT-03.
Formalise ownership and add a monthly review of INT-04.
Formalise ownership and add a monthly review of CUL-01.
Formalise ownership and add a monthly review of CUL-02.
Formalise ownership and add a monthly review of CUL-03.

Business benefits

Fewer rework cycles and clearer accountability for STR-01.
Fewer rework cycles and clearer accountability for STR-02.
Fewer rework cycles and clearer accountability for STR-03.
Fewer rework cycles and clearer accountability for STR-04.
Fewer rework cycles and clearer accountability for GOV-01.
Fewer rework cycles and clearer accountability for GOV-02.
Fewer rework cycles and clearer accountability for GOV-03.
Fewer rework cycles and clearer accountability for GOV-04.
Fewer rework cycles and clearer accountability for ARC-01.
Fewer rework cycles and clearer accountability for ARC-02.
Fewer rework cycles and clearer accountability for DQT-01.
Fewer rework cycles and clearer accountability for DQT-02.
Fewer rework cycles and clearer accountability for DQT-03.
Fewer rework cycles and clearer accountability for MDT-01.
Fewer rework cycles and clearer accountability for MDT-02.
Fewer rework cycles and clearer accountability for DST-01.
Fewer rework cycles and clearer accountability for DST-02.
Fewer rework cycles and clearer accountability for DST-03.
Fewer rework cycles and clearer accountability for INT-01.
Fewer rework cycles and clearer accountability for INT-02.
Fewer rework cycles and clearer accountability for INT-03.
Fewer rework cycles and clearer accountability for INT-04.
Fewer rework cycles and clearer accountability for CUL-01.
Fewer rework cycles and clearer accountability for CUL-02.
Fewer rework cycles and clearer accountability for CUL-03.

Data Steward — Marta Klein

Justifications

Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.
Observed during the Data Maturity review of the Data Steward domain.

Good practices

Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.

Proposed improvements

Formalise ownership and add a monthly review of STR-04.
Formalise ownership and add a monthly review of STR-06.
Formalise ownership and add a monthly review of STR-07.
Formalise ownership and add a monthly review of GOV-01.
Formalise ownership and add a monthly review of GOV-02.
Formalise ownership and add a monthly review of GOV-03.
Formalise ownership and add a monthly review of ARC-01.
Formalise ownership and add a monthly review of ARC-02.
Formalise ownership and add a monthly review of ARC-03.
Formalise ownership and add a monthly review of DQT-01.
Formalise ownership and add a monthly review of DQT-03.
Formalise ownership and add a monthly review of DQT-05.
Formalise ownership and add a monthly review of MDT-01.
Formalise ownership and add a monthly review of MDT-02.
Formalise ownership and add a monthly review of MDT-03.
Formalise ownership and add a monthly review of DST-01.
Formalise ownership and add a monthly review of DST-02.
Formalise ownership and add a monthly review of DST-05.
Formalise ownership and add a monthly review of INT-01.
Formalise ownership and add a monthly review of INT-04.
Formalise ownership and add a monthly review of INT-05.
Formalise ownership and add a monthly review of CUL-02.
Formalise ownership and add a monthly review of CUL-03.
Formalise ownership and add a monthly review of CUL-05.

Business benefits

Fewer rework cycles and clearer accountability for STR-04.
Fewer rework cycles and clearer accountability for STR-06.
Fewer rework cycles and clearer accountability for STR-07.
Fewer rework cycles and clearer accountability for GOV-01.
Fewer rework cycles and clearer accountability for GOV-02.
Fewer rework cycles and clearer accountability for GOV-03.
Fewer rework cycles and clearer accountability for ARC-01.
Fewer rework cycles and clearer accountability for ARC-02.
Fewer rework cycles and clearer accountability for ARC-03.
Fewer rework cycles and clearer accountability for DQT-01.
Fewer rework cycles and clearer accountability for DQT-03.
Fewer rework cycles and clearer accountability for DQT-05.
Fewer rework cycles and clearer accountability for MDT-01.
Fewer rework cycles and clearer accountability for MDT-02.
Fewer rework cycles and clearer accountability for MDT-03.
Fewer rework cycles and clearer accountability for DST-01.
Fewer rework cycles and clearer accountability for DST-02.
Fewer rework cycles and clearer accountability for DST-05.
Fewer rework cycles and clearer accountability for INT-01.
Fewer rework cycles and clearer accountability for INT-04.
Fewer rework cycles and clearer accountability for INT-05.
Fewer rework cycles and clearer accountability for CUL-02.
Fewer rework cycles and clearer accountability for CUL-03.
Fewer rework cycles and clearer accountability for CUL-05.

Data Engineer — Ivan Petrov

Justifications

Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.
Observed during the Data Maturity review of the Data Engineer domain.

Good practices

Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.

Proposed improvements

Formalise ownership and add a monthly review of STR-01.
Formalise ownership and add a monthly review of STR-02.
Formalise ownership and add a monthly review of STR-03.
Formalise ownership and add a monthly review of STR-04.
Formalise ownership and add a monthly review of GOV-01.
Formalise ownership and add a monthly review of GOV-02.
Formalise ownership and add a monthly review of GOV-03.
Formalise ownership and add a monthly review of GOV-04.
Formalise ownership and add a monthly review of GOV-05.
Formalise ownership and add a monthly review of GOV-06.
Formalise ownership and add a monthly review of GOV-07.
Formalise ownership and add a monthly review of ARC-01.
Formalise ownership and add a monthly review of ARC-02.
Formalise ownership and add a monthly review of ARC-03.
Formalise ownership and add a monthly review of ARC-04.
Formalise ownership and add a monthly review of ARC-05.
Formalise ownership and add a monthly review of ARC-06.
Formalise ownership and add a monthly review of ARC-07.
Formalise ownership and add a monthly review of ARC-08.
Formalise ownership and add a monthly review of DQT-01.
Formalise ownership and add a monthly review of DQT-02.
Formalise ownership and add a monthly review of DQT-03.
Formalise ownership and add a monthly review of DQT-04.
Formalise ownership and add a monthly review of DQT-05.
Formalise ownership and add a monthly review of DQT-06.
Formalise ownership and add a monthly review of DQT-07.
Formalise ownership and add a monthly review of DQT-08.
Formalise ownership and add a monthly review of DQT-09.
Formalise ownership and add a monthly review of MDT-01.
Formalise ownership and add a monthly review of MDT-02.
Formalise ownership and add a monthly review of MDT-03.
Formalise ownership and add a monthly review of MDT-04.
Formalise ownership and add a monthly review of MDT-05.
Formalise ownership and add a monthly review of MDT-06.
Formalise ownership and add a monthly review of MDT-07.
Formalise ownership and add a monthly review of DST-01.
Formalise ownership and add a monthly review of DST-02.
Formalise ownership and add a monthly review of DST-03.
Formalise ownership and add a monthly review of INT-01.
Formalise ownership and add a monthly review of INT-02.
Formalise ownership and add a monthly review of INT-03.
Formalise ownership and add a monthly review of INT-04.
Formalise ownership and add a monthly review of INT-05.
Formalise ownership and add a monthly review of INT-06.
Formalise ownership and add a monthly review of INT-07.
Formalise ownership and add a monthly review of INT-08.
Formalise ownership and add a monthly review of INT-09.
Formalise ownership and add a monthly review of CUL-01.
Formalise ownership and add a monthly review of CUL-02.
Formalise ownership and add a monthly review of CUL-03.

Business benefits

Fewer rework cycles and clearer accountability for STR-01.
Fewer rework cycles and clearer accountability for STR-02.
Fewer rework cycles and clearer accountability for STR-03.
Fewer rework cycles and clearer accountability for STR-04.
Fewer rework cycles and clearer accountability for GOV-01.
Fewer rework cycles and clearer accountability for GOV-02.
Fewer rework cycles and clearer accountability for GOV-03.
Fewer rework cycles and clearer accountability for GOV-04.
Fewer rework cycles and clearer accountability for GOV-05.
Fewer rework cycles and clearer accountability for GOV-06.
Fewer rework cycles and clearer accountability for GOV-07.
Fewer rework cycles and clearer accountability for ARC-01.
Fewer rework cycles and clearer accountability for ARC-02.
Fewer rework cycles and clearer accountability for ARC-03.
Fewer rework cycles and clearer accountability for ARC-04.
Fewer rework cycles and clearer accountability for ARC-05.
Fewer rework cycles and clearer accountability for ARC-06.
Fewer rework cycles and clearer accountability for ARC-07.
Fewer rework cycles and clearer accountability for ARC-08.
Fewer rework cycles and clearer accountability for DQT-01.
Fewer rework cycles and clearer accountability for DQT-02.
Fewer rework cycles and clearer accountability for DQT-03.
Fewer rework cycles and clearer accountability for DQT-04.
Fewer rework cycles and clearer accountability for DQT-05.
Fewer rework cycles and clearer accountability for DQT-06.
Fewer rework cycles and clearer accountability for DQT-07.
Fewer rework cycles and clearer accountability for DQT-08.
Fewer rework cycles and clearer accountability for DQT-09.
Fewer rework cycles and clearer accountability for MDT-01.
Fewer rework cycles and clearer accountability for MDT-02.
Fewer rework cycles and clearer accountability for MDT-03.
Fewer rework cycles and clearer accountability for MDT-04.
Fewer rework cycles and clearer accountability for MDT-05.
Fewer rework cycles and clearer accountability for MDT-06.
Fewer rework cycles and clearer accountability for MDT-07.
Fewer rework cycles and clearer accountability for DST-01.
Fewer rework cycles and clearer accountability for DST-02.
Fewer rework cycles and clearer accountability for DST-03.
Fewer rework cycles and clearer accountability for INT-01.
Fewer rework cycles and clearer accountability for INT-02.
Fewer rework cycles and clearer accountability for INT-03.
Fewer rework cycles and clearer accountability for INT-04.
Fewer rework cycles and clearer accountability for INT-05.
Fewer rework cycles and clearer accountability for INT-06.
Fewer rework cycles and clearer accountability for INT-07.
Fewer rework cycles and clearer accountability for INT-08.
Fewer rework cycles and clearer accountability for INT-09.
Fewer rework cycles and clearer accountability for CUL-01.
Fewer rework cycles and clearer accountability for CUL-02.
Fewer rework cycles and clearer accountability for CUL-03.

Data Consumer — Lena Novak

Justifications

Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.
Observed during the Data Maturity review of the Data Consumer domain.

Good practices

Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.
Existing automated quality checks cover the core ingest paths.

Proposed improvements

Formalise ownership and add a monthly review of STR-CON-01.
Formalise ownership and add a monthly review of STR-CON-02.
Formalise ownership and add a monthly review of STR-CON-03.
Formalise ownership and add a monthly review of STR-CON-04.
Formalise ownership and add a monthly review of STR-CON-05.
Formalise ownership and add a monthly review of STR-CON-06.
Formalise ownership and add a monthly review of GOV-CON-01.
Formalise ownership and add a monthly review of GOV-CON-02.
Formalise ownership and add a monthly review of GOV-CON-03.
Formalise ownership and add a monthly review of GOV-CON-04.
Formalise ownership and add a monthly review of GOV-CON-05.
Formalise ownership and add a monthly review of GOV-CON-06.
Formalise ownership and add a monthly review of GOV-CON-07.
Formalise ownership and add a monthly review of ARC-CON-01.
Formalise ownership and add a monthly review of ARC-CON-02.
Formalise ownership and add a monthly review of ARC-CON-03.
Formalise ownership and add a monthly review of ARC-CON-04.
Formalise ownership and add a monthly review of ARC-CON-05.
Formalise ownership and add a monthly review of DQT-CON-01.
Formalise ownership and add a monthly review of DQT-CON-02.
Formalise ownership and add a monthly review of DQT-CON-03.
Formalise ownership and add a monthly review of DQT-CON-04.
Formalise ownership and add a monthly review of DQT-CON-05.
Formalise ownership and add a monthly review of DQT-CON-06.
Formalise ownership and add a monthly review of DQT-CON-07.
Formalise ownership and add a monthly review of DQT-CON-08.
Formalise ownership and add a monthly review of MDT-CON-01.
Formalise ownership and add a monthly review of MDT-CON-02.
Formalise ownership and add a monthly review of MDT-CON-03.
Formalise ownership and add a monthly review of MDT-CON-04.
Formalise ownership and add a monthly review of MDT-CON-05.
Formalise ownership and add a monthly review of MDT-CON-06.
Formalise ownership and add a monthly review of MDT-CON-07.
Formalise ownership and add a monthly review of MDT-CON-08.
Formalise ownership and add a monthly review of DST-CON-01.
Formalise ownership and add a monthly review of DST-CON-02.
Formalise ownership and add a monthly review of DST-CON-03.
Formalise ownership and add a monthly review of DST-CON-04.
Formalise ownership and add a monthly review of DST-CON-05.
Formalise ownership and add a monthly review of DST-CON-06.
Formalise ownership and add a monthly review of DST-CON-07.
Formalise ownership and add a monthly review of DST-CON-08.
Formalise ownership and add a monthly review of DST-CON-09.
Formalise ownership and add a monthly review of DST-10.
Formalise ownership and add a monthly review of INT-CON-01.
Formalise ownership and add a monthly review of INT-CON-02.
Formalise ownership and add a monthly review of INT-CON-03.
Formalise ownership and add a monthly review of INT-CON-04.
Formalise ownership and add a monthly review of INT-CON-05.
Formalise ownership and add a monthly review of INT-CON-06.
Formalise ownership and add a monthly review of INT-CON-07.
Formalise ownership and add a monthly review of CUL-CON-01.
Formalise ownership and add a monthly review of CUL-CON-02.
Formalise ownership and add a monthly review of CUL-CON-03.
Formalise ownership and add a monthly review of CUL-CON-04.
Formalise ownership and add a monthly review of CUL-CON-05.
Formalise ownership and add a monthly review of CUL-CON-06.
Formalise ownership and add a monthly review of CUL-CON-07.
Formalise ownership and add a monthly review of CUL-CON-08.
Formalise ownership and add a monthly review of CUL-CON-09.

Business benefits

Fewer rework cycles and clearer accountability for STR-CON-01.
Fewer rework cycles and clearer accountability for STR-CON-02.
Fewer rework cycles and clearer accountability for STR-CON-03.
Fewer rework cycles and clearer accountability for STR-CON-04.
Fewer rework cycles and clearer accountability for STR-CON-05.
Fewer rework cycles and clearer accountability for STR-CON-06.
Fewer rework cycles and clearer accountability for GOV-CON-01.
Fewer rework cycles and clearer accountability for GOV-CON-02.
Fewer rework cycles and clearer accountability for GOV-CON-03.
Fewer rework cycles and clearer accountability for GOV-CON-04.
Fewer rework cycles and clearer accountability for GOV-CON-05.
Fewer rework cycles and clearer accountability for GOV-CON-06.
Fewer rework cycles and clearer accountability for GOV-CON-07.
Fewer rework cycles and clearer accountability for ARC-CON-01.
Fewer rework cycles and clearer accountability for ARC-CON-02.
Fewer rework cycles and clearer accountability for ARC-CON-03.
Fewer rework cycles and clearer accountability for ARC-CON-04.
Fewer rework cycles and clearer accountability for ARC-CON-05.
Fewer rework cycles and clearer accountability for DQT-CON-01.
Fewer rework cycles and clearer accountability for DQT-CON-02.
Fewer rework cycles and clearer accountability for DQT-CON-03.
Fewer rework cycles and clearer accountability for DQT-CON-04.
Fewer rework cycles and clearer accountability for DQT-CON-05.
Fewer rework cycles and clearer accountability for DQT-CON-06.
Fewer rework cycles and clearer accountability for DQT-CON-07.
Fewer rework cycles and clearer accountability for DQT-CON-08.
Fewer rework cycles and clearer accountability for MDT-CON-01.
Fewer rework cycles and clearer accountability for MDT-CON-02.
Fewer rework cycles and clearer accountability for MDT-CON-03.
Fewer rework cycles and clearer accountability for MDT-CON-04.
Fewer rework cycles and clearer accountability for MDT-CON-05.
Fewer rework cycles and clearer accountability for MDT-CON-06.
Fewer rework cycles and clearer accountability for MDT-CON-07.
Fewer rework cycles and clearer accountability for MDT-CON-08.
Fewer rework cycles and clearer accountability for DST-CON-01.
Fewer rework cycles and clearer accountability for DST-CON-02.
Fewer rework cycles and clearer accountability for DST-CON-03.
Fewer rework cycles and clearer accountability for DST-CON-04.
Fewer rework cycles and clearer accountability for DST-CON-05.
Fewer rework cycles and clearer accountability for DST-CON-06.
Fewer rework cycles and clearer accountability for DST-CON-07.
Fewer rework cycles and clearer accountability for DST-CON-08.
Fewer rework cycles and clearer accountability for DST-CON-09.
Fewer rework cycles and clearer accountability for DST-10.
Fewer rework cycles and clearer accountability for INT-CON-01.
Fewer rework cycles and clearer accountability for INT-CON-02.
Fewer rework cycles and clearer accountability for INT-CON-03.
Fewer rework cycles and clearer accountability for INT-CON-04.
Fewer rework cycles and clearer accountability for INT-CON-05.
Fewer rework cycles and clearer accountability for INT-CON-06.
Fewer rework cycles and clearer accountability for INT-CON-07.
Fewer rework cycles and clearer accountability for CUL-CON-01.
Fewer rework cycles and clearer accountability for CUL-CON-02.
Fewer rework cycles and clearer accountability for CUL-CON-03.
Fewer rework cycles and clearer accountability for CUL-CON-04.
Fewer rework cycles and clearer accountability for CUL-CON-05.
Fewer rework cycles and clearer accountability for CUL-CON-06.
Fewer rework cycles and clearer accountability for CUL-CON-07.
Fewer rework cycles and clearer accountability for CUL-CON-08.
Fewer rework cycles and clearer accountability for CUL-CON-09.