Enterprise data quality remediation: Options appraisal and investment case

Appraise data remediation options: issue log, master data platform and cleanse, impact-ranked root-cause waves, or cleansing campaign, with NPV and stresses.

Asset IDSTX-A0254

CategoryDecision and Communication Templates

TierRead and Download

Prepared byStratenity Advisory Team

Executive summary

A method for choosing a data remediation approach on tested fixes and realistic stresses.

What is inside

What the investment case covers

The asset walks an appraisal lead through defining options, building the workbook from the scope, running stresses, scoring, and writing the decision record. It includes an options matrix, a cost-benefit workbook layout, and a sensitivity table, with a worked synthetic case.

Four options from the issue log to a platform
Value, cost, and risk from the frozen scope
Recurrence, adoption, impact, and cost stresses

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Stratenity Advisory Team. (2026). Enterprise data quality remediation: Options appraisal and investment case. Stratenity Library. https://www.stratenity.com/resources/library/decision-and-communication-templates/enterprise-data-quality-remediation-options-appraisal-and-investment-case

Stratenity Advisory Team. "Enterprise data quality remediation: Options appraisal and investment case." Stratenity Library, 2026, www.stratenity.com/resources/library/decision-and-communication-templates/enterprise-data-quality-remediation-options-appraisal-and-investment-case.

Stratenity Advisory Team. "Enterprise data quality remediation: Options appraisal and investment case." Stratenity Library, 2026. https://www.stratenity.com/resources/library/decision-and-communication-templates/enterprise-data-quality-remediation-options-appraisal-and-investment-case.

Stratenity Advisory Team (2026) Enterprise data quality remediation: Options appraisal and investment case. Stratenity Library. Available at: https://www.stratenity.com/resources/library/decision-and-communication-templates/enterprise-data-quality-remediation-options-appraisal-and-investment-case (Accessed: the date of access).

@misc{stratenity_stxa0254, author = {{Stratenity Advisory Team}}, title = {Enterprise data quality remediation: Options appraisal and investment case}, year = {2026}, publisher = {Stratenity Library}, howpublished = {\url{https://www.stratenity.com/resources/library/decision-and-communication-templates/enterprise-data-quality-remediation-options-appraisal-and-investment-case}}, note = {Asset ID STX-A0254} }

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Enterprise data quality remediation: Options appraisal and investment case

What the investment case 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^™.