Use Machine Learning to fix extraction errors
In the Validation queue (in Validator), IQ Bot can learn from manually corrected (by humans) field values, over a specific time period.
If additional documents are uploaded in Production, IQ Bot auto-corrects errors, skips the Validation queue, and counts the documents as straight-through processing (STP).
- In the Validation queue, when correcting a field value error, select from the available options.
- Choose to not select a suggestion, but instead enter a value, or click to another field.
- Choose to enter a value in a field to fix the error, and save your corrections, IQ Bot saves your manually-corrected field value.
If you make multiple corrections for the same fields with the same value, the
confidence of IQ Bot might increase. If the confidence level
reaches 90%; the system auto-corrects the field value in real-time with your
suggested value (when you click into the cell).
Note: For uploaded documents, if all failed fields are auto-corrected, the document skips the Validator, and instead, exports directly to CSV, counting as Dashboard STP.