A focused scope can include column normalization, duplicate and blank checks, agreed validation rules, summary tables or charts, and Excel or PDF export. You provide a sample file and describe the expected output. We’ll confirm file format, row volume, edge cases, and acceptance checks before starting. Additional data sources, ongoing pipelines, and third-party integrations are scoped separately.