Enterprise data quality remediation: 90-day implementation playbook

Executive summary

A method for running the first 90 days of data remediation so the first fixes are owned, monitored, and safe.

What is inside

What the 90-day playbook covers

The asset walks a programme lead through owners, council, baselines, monitoring, first fixes, the first incident, and the day-90 review. It includes a milestone plan, an action log, and escalation rules, with a worked synthetic case.

Naming domain owners and stewards
Convening the governance council
Taking defect and impact baselines
Building monitoring rules

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Stratenity Advisory Team. (2026). Enterprise data quality remediation: 90-day implementation playbook. Stratenity Library. https://www.stratenity.com/resources/library/playbooks/enterprise-data-quality-remediation-90-day-implementation-playbook

Stratenity Advisory Team. "Enterprise data quality remediation: 90-day implementation playbook." Stratenity Library, 2026, www.stratenity.com/resources/library/playbooks/enterprise-data-quality-remediation-90-day-implementation-playbook.

Stratenity Advisory Team. "Enterprise data quality remediation: 90-day implementation playbook." Stratenity Library, 2026. https://www.stratenity.com/resources/library/playbooks/enterprise-data-quality-remediation-90-day-implementation-playbook.

Stratenity Advisory Team (2026) Enterprise data quality remediation: 90-day implementation playbook. Stratenity Library. Available at: https://www.stratenity.com/resources/library/playbooks/enterprise-data-quality-remediation-90-day-implementation-playbook (Accessed: the date of access).

@misc{stratenity_stxa0257, author = {{Stratenity Advisory Team}}, title = {Enterprise data quality remediation: 90-day implementation playbook}, year = {2026}, publisher = {Stratenity Library}, howpublished = {\url{https://www.stratenity.com/resources/library/playbooks/enterprise-data-quality-remediation-90-day-implementation-playbook}}, note = {Asset ID STX-A0257} }

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Enterprise data quality remediation: 90-day implementation playbook

What the 90-day playbook 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^™.