Maintaining a good credit history is essential for your credit score, but sometimes late payments can occur. Late payments can negatively impact your credit scores, but their effect decreases over time. If a late payment is reported inaccurately, you can request the credit bureau to remove it by following these steps: identify the error, gather evidence of timely payment, contact the credit bureau, file a dispute, and undergo an investigation.