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How Manual Document Entry Is Quietly Damaging Your Data Quality

DEV Community·Scanny AI·about 1 month ago
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Data quality is critical for any team using HubSpot. Accurate data powers reporting, automation, and decision making. But many teams overlook where data problems actually begin. Often, the issue starts at the very first step. Manual data entry. Where Data Quality Breaks Down In document driven workflows, data usually originates from files. Invoices, forms, purchase orders, and contracts all contain important information. Before this data reaches HubSpot, it is often handled manually. A typical process might look like this: Open the document Read the information Enter it into a spreadsheet or CRM Repeat for every document Each step introduces risk. The Hidden Risks of Manual Entry Manual data entry may seem straightforward, but it creates several challenges. Errors can occur when numbers are mistyped. Fields can be skipped unintentionally. Data formats can vary between employees. Inconsistencies can appear across records. These issues may seem small at first, but they accumulate over time.…

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