Start with profiles: vendors, customers, items, and employees. Standardize names, tax IDs, and payment terms, and de-duplicate with conservative rules. For transactions, confirm dates, currencies, and references to source documents. Fill missing fields using documented assumptions, never ad-hoc patches. Validate totals against bank statements and legacy reports. This careful hygiene reduces exceptions during import, avoids strange reporting artifacts, and makes your new system feel trustworthy from the very first reconciliation.
Resist the urge to mirror every legacy code. Instead, design natural account groupings, meaningful numbering, and dimensional tags for departments, locations, or products. Keep the structure lean yet expressive. Agree on naming conventions and ownership of changes. Future you will thank present you when acquisitions, new markets, or subscription models arrive. A thoughtful design simplifies reports, speeds consolidation, and prevents the bloat that makes analytics brittle and confusing over time.
Load opening balances after reconciling every control account and documenting adjustments with approvals. Then run at least one full cycle in parallel for critical processes, like AR invoicing and bank reconciliation. Compare results line by line, investigate variances, and tune mappings. Publish findings, including what improved and what still needs work. This disciplined practice calms executives, arms auditors with evidence, and gives your team confidence before flipping the production switch for real.
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