Checks every field in your import file against your rules and returns a report of exactly what's wrong and where.
It branches. Exactly one path is taken; runs once per each row in the batch.
Pattern: Exclusive Choice (4) · Simple Merge (5) · Multiple Instances with a priori Run-Time Knowledge (14)
Bad data slipping into your CRM, ERP, or database causes headaches down the line, from broken reports to failed processes, but manually checking every row before import is slow and error-prone. You need a consistent way to catch missing fields, wrong formats, and typos before they cause real problems.
An operations team, data engineer, or anyone importing spreadsheets or files into business systems.
Every field in your import file gets checked against your rules, so you know exactly which records are clean and which need fixing.
The hard question is not how to build it. It is whether this is the right thing to build first.
That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.
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