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project_id: 464 - The Matrix Programme - Concerns (7)


Concern #480 - Data Migration and Data Quality Risk Across Disparate Systems

Project:
464 - The Matrix Programme

Description:
Consolidating data from many legacy systems across multiple organisations requires extensive cleansing, mapping, and harmonisation to a single data model.

Desired Outcome:
A data strategy delivers clean, reconciled, well-governed data with controlled migration waves and measurable data quality thresholds.

What Could Go Wrong:
Bad data enters the new system; reporting is unreliable; payroll/finance processes fail; rework escalates; go-lives are delayed.

Current Situation:
Multiple departments and agencies hold siloed data structures and standards across many systems.

Action Strategy:
Set up a dedicated data programme; define ownership and data quality KPIs; perform early data profiling; rehearse migrations; enforce cutover controls and reconciliation.

Concern Category:

Location:

Analysis: Not available

Snapshot History
C480_260216.pdf

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