Really Intelligent Document Processing

CMR+ provides a customizable confidence score feature where Users can customize confidence scores and define quality control criteria, striking the right balance between automation and human oversight. By automating the verification process, users can streamline operations, reduce manual effort, and achieve greater productivity in document processing workflows.

CMR+ offers an Auto Quality Control (QC) feature that enhances productivity by automating the verification process and allowing users to customize confidence scores.

With Auto QC, CMR+ automatically assesses the accuracy and reliability of the processed documents based on predefined criteria. This eliminates the need for manual, time-consuming document reviews, resulting in higher productivity and faster turnaround times.
One key aspect of our Auto QC feature is the ability to customize confidence scores. Confidence scores are assigned to the extracted data, classifications, or predictions made by the ML models during document processing. Users can define confidence score thresholds that determine the level of confidence required for the system to automatically accept or flag the results.

By customizing confidence scores, users can establish quality control thresholds that align with their specific requirements and desired level of accuracy. For instance, if a user sets a high confidence score threshold, only the most accurate and reliable results will be automatically accepted, while results falling below the threshold will be flagged for manual review. This customization enables users to strike the right balance between automation and human oversight, optimizing productivity and maintaining control over the verification process.

Furthermore, CMR+ provides flexibility in defining quality control criteria beyond confidence scores. Users can establish additional validation rules or conditions based on specific data patterns, business rules, or regulatory requirements. These rules can be incorporated into the Auto QC process, ensuring that the processed documents meet the necessary criteria for accuracy, compliance, or other relevant factors.

The Auto QC feature is designed to be user-friendly and adaptable. Users can easily configure and fine-tune the quality control settings based on their evolving needs. Additionally, the platform provides real-time feedback and monitoring capabilities, allowing users to track the quality control results and make adjustments as necessary.

By leveraging the Auto QC feature in CMR+, users can achieve higher productivity by automating the verification process. The ability to customize confidence scores and define quality control criteria ensures that the document processing workflows align with their specific accuracy requirements and compliance standards. Ultimately, this leads to improved efficiency, reduced manual effort, and enhanced productivity in document processing tasks.