Before we agree on the scope, send an anonymized sample, your operating system, the approximate number and size of input files, how often the task runs, and one example of the expected output. We confirm date conventions, duplicate rules and how malformed or ambiguous records should be handled where relevant. The agreed input volume and acceptance checks are recorded in the scope before work begins.