Enterprise data quality remediation: Target operating model and decision rights

Design the data quality operating model: governance council, domain owners, stewards, standards, monitoring, issue workflow, change capacity, decision rights.

Asset IDSTX-A0255

CategoryOperating Model, Org and Systems Design

TierRead and Download

Prepared byStratenity Advisory Team

Executive summary

A method for deciding who owns data, who fixes defects, and how fixes stay fixed.

What is inside

What the operating model covers

The asset walks a design lead through the council, owners, stewards, standards, monitoring, issues, change capacity, master data, decision rights, and controls. It includes an operating model table, a role map, and an approval matrix, with a worked synthetic case.

A data governance council
Domain owners and stewards
Data standards and monitoring
An issue workflow with service levels

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Stratenity Advisory Team. (2026). Enterprise data quality remediation: Target operating model and decision rights. Stratenity Library. https://www.stratenity.com/resources/library/operating-model-design/enterprise-data-quality-remediation-target-operating-model-and-decision-rights

Stratenity Advisory Team. "Enterprise data quality remediation: Target operating model and decision rights." Stratenity Library, 2026, www.stratenity.com/resources/library/operating-model-design/enterprise-data-quality-remediation-target-operating-model-and-decision-rights.

Stratenity Advisory Team. "Enterprise data quality remediation: Target operating model and decision rights." Stratenity Library, 2026. https://www.stratenity.com/resources/library/operating-model-design/enterprise-data-quality-remediation-target-operating-model-and-decision-rights.

Stratenity Advisory Team (2026) Enterprise data quality remediation: Target operating model and decision rights. Stratenity Library. Available at: https://www.stratenity.com/resources/library/operating-model-design/enterprise-data-quality-remediation-target-operating-model-and-decision-rights (Accessed: the date of access).

@misc{stratenity_stxa0255, author = {{Stratenity Advisory Team}}, title = {Enterprise data quality remediation: Target operating model and decision rights}, year = {2026}, publisher = {Stratenity Library}, howpublished = {\url{https://www.stratenity.com/resources/library/operating-model-design/enterprise-data-quality-remediation-target-operating-model-and-decision-rights}}, note = {Asset ID STX-A0255} }

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Enterprise data quality remediation: Target operating model and decision rights

What the operating model covers

This is a taste. The full library goes deeper.

Stratenity is the AI Operating System for Strategic Execution™.

Stratenity is the AI Operating System for Strategic Execution^™.