Build a clear report field map
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Name each field’s meaning, type, source and display rule before binding it.
Prepare the data
Make the input contract visible.
Name fields, missing states, repeated rows and template versions before rendering.
Name fields, missing states, repeated rows and template versions before rendering.
5 practical guides
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Keep repeating rows complete and correctly paired
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Check row identity and boundaries, not only the total row count.
Decide what missing report data should show
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Distinguish absent, intentionally empty and zero before rendering.
Check dates, numbers and language in the layout
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Approve display conventions before fitting them into a report.
Version the template and its input contract together
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Make every released report traceable to the template and data shape used.