Dirty data destroys ERP projects, budgeting cycles, rating models, payroll accuracy, and trust.
The problem? Most organisations don’t have a data team — yet they rely on data as if they do.
This session exposes the pre-implementation data traps that quietly derail projects and frustrate teams. You’ll learn a Low-Tech, High-Impact Data Cleanup Method any organisation can start in a week — no BI tools, no analyst army required.
What this session reveals
• The 4 Data Killers that silently corrupt systems
• The Minimum Viable Data Quality Standard that actually works
• The Single Source of Truth Test to unify your organisation
• A Data Ownership Model that ensures accountability and clarity