Insurance Document Processing
Attachment evaluation for payer-category changes: automated review of supporting documents.
Automated evaluation of attachment relevance, identification data, and validity periods. Significant reduction in manual work when processing insured-member applications.
Automatic
processing of variable documents
The Problem
What needed to change
- Payers used the online portal to upload attachments supporting changes to their payer category (self-employed, pensioner, student, parental leave).
- Evaluating these attachments was labor-intensive for insurance staff.
- Each attachment had to be checked for document type, the insured person's identification data, and the validity period.
- Documents were often of poor quality – incomplete, awkwardly photographed, or hard to read.
The Solution
What we implemented
We deployed an AI solution that automatically evaluates attachments uploaded through the online portal and verifies that they meet the requirements for approving a payer-category change.
- Processes attachments automatically, with no manual intervention required.
- Evaluates the relevance of each attachment type against the specific payer-category change.
- Identifies the insured person's data and cross-checks it against the records in the insurer's systems.
- Verifies the validity period of the attachment and assesses whether it matches the requested change.
- AI models also handle documents that are not in ideal quality – scans, photos, or poorly legible attachments. The solution is ready to expand to additional attachment types.
The Results
What changed after deployment
- Attachments uploaded through the online portal are evaluated automatically by document type, identification data, and validity period.
- Significant reduction in the manual work needed to review supporting documents for payer-category changes.
- Increased consistency in evaluating attachments across different types of applications.
- The approval process is faster and less dependent on staff capacity during periods of higher application volume. The insurer now has a scalable solution that can extend to additional document types in the online portal.
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