Duplicate AP Invoice Transactions caused Power BI Pipelines to error out, why were there duplicates?

Hello, I already asked blackbaud support and they suggested I come to the community to ask a question.

351 duplicate AP Invoice Transaction records were pulled into Azure Pipelines which populate the Power BI reports on September 18, 2025. Has anyone else experienced this issue/issue type around this time?