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| Business Rule | Why It Matters | SSIS Technique | |---------------|----------------|----------------| | sales rows by TransactionID | Prevent double‑counting in revenue reports | Sort + Aggregate transformation (with Remove rows with duplicate sort values ) | | Currency Normalization – Convert all amounts to USD using daily FX rates | Consistent reporting across regions | Lookup to a “FX_Rates” reference table + Derived Column | | Customer Sentiment Score – Parse free‑text feedback, map to a 1‑5 score | Feed the marketing team’s sentiment dashboard | Script Component (C#) + Text Analytics API call | | Slow‑Changing Dimension (SCD) Type‑2 for product catalog | Preserve historical product changes | Slowly Changing Dimension wizard (SCD Type‑2) |

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If your query refers to a technical project or course module (often designated by such codes), the essay would focus on the critical role of SSIS in modern business intelligence. Introduction : SSIS is a powerful platform for data integration and workflow applications. It is primarily used for | Business Rule | Why It Matters |