Data1
Data conversion will hurt you, earlier and deeper than you planned.
Start conversion far earlier than feels reasonable. Treat it as a project inside the project, with its own dedicated owner and plan. Legacy data is always messier than discovery suggests.
On a recent program, we found 10% of "active" worker records were duplicates or carried termination dates that flatly contradicted payroll history. Incorrect worker or pay data creates genuine compliance and payroll-tax exposure: wrong filings, wrong withholdings, and real penalties.
You need a single, named data owner on the business side, not just a technical conversion lead. Technical teams can move data; only the business can vouch for it.
- Run at least three mock conversions. Refuse to call data "go-live ready" until the final mock loads under 2% and Finance has reconciled control totals to the dollar.
- When ownership is missing, conversion drifts into an endless loop of "that doesn't look right" with no one who can resolve it. Someone must be able to authoritatively answer, "Is this record correct?" Plan on your business being a part of the data process, ALWAYS.


