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Your data is dirty. Not because your staff is careless — but because legacy systems were designed to be forgiving. Over decades, phone number fields became notes, dates changed meaning, duplicates piled up, and rules were quietly broken to keep operations moving.
The problem is what happens next. Agencies try to lift that data straight into a modern ERP and are shocked when the system rejects records, reports fail, billing breaks, and audits don’t balance. That isn’t a software failure. It’s a data hygiene failure.
This Untangled episode breaks down why “lift and shift” migrations collapse, how semantic drift corrupts history, and the four-step data hygiene protocol agencies must follow before selecting a vendor. Data cleanup isn’t glamorous — but it’s the difference between a smooth go-live and a public disaster.
#UntangledPodcast #GovernmentIT #ERP #DataMigration #PublicSectorTechnology
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