https://nvnest.com/blog/tags/data-validation/ Recent content in Data Validation on Nvnest Hugo en-us Mon, 13 Apr 2026 00:00:00 +0000 https://nvnest.com/blog/post/handling-conflicting-dates/ Mon, 13 Apr 2026 00:00:00 +0000 https://nvnest.com/blog/post/handling-conflicting-dates/ <p>Ambiguous data in business documents, such as conflicting invoice dates or unreadable totals, should be flagged for human review, not auto-filled. Nvnest extracts fields, links each value to its source location on the page, and routes uncertain items to a team member who approves or corrects them before export.</p> <h2 id="why-guessing-breaks-financial-records">Why Guessing Breaks Financial Records</h2> <p>An extraction tool that picks the most likely value without telling anyone creates errors that stay hidden. A wrong invoice date can move a payment into the wrong period, distort accruals, or misstate a <a href="https://www.irs.gov/businesses/small-businesses-self-employed/recordkeeping">tax reporting period</a>.</p>