Maintaining Accuracy

Maintaining Accuracy

Ensure consistent quality:

● Always verify low-confidence extractions

● Check validation exceptions carefully

● Document any accepted variances

● Report recurring issues to administrators



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    • Quality Metrics

      Track accuracy and issues: ● Classification Accuracy - How often AI correctly identifies document types ● Extraction Accuracy - How often extracted values are accepted without correction ● Validation Pass Rate - Percentage of loans that pass all ...
    • Servicer / Data Provider

      Some users primarily provide the ground truth data (loan tape) that ABDP validates against. These users can: ● Upload loan tape files ● View validation results ● Confirm data accuracy
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      ABDP tracks everything and provides dashboards to help you understand your processing performance: What You Can See: ● How many batches, folders, and documents you've processed ● Processing times (average, fastest, slowest) ● Classification accuracy ...
    • Creating a New Queue

      As an administrator: 1. Go to Admin > Queues > Add Queue 2. Enter a name for the queue (e.g., "Equipment Lease Q1 2026") 3. Configure basic settings like processing level (batch or folder) 4. Save the queue After creating the queue, you'll configure: ...
    • Understanding Your Dashboard

      Your dashboard is organized into tabs based on document status: Pending TabBatches that have been uploaded but not yet processed. These are waiting for you to start classification and extraction.Review TabBatches where extraction is complete and data ...