# Amazon — How Guardoc transforms medical document processing with Amazon Nova models

- Company: Amazon (amazon.com)
- Announced: 2026-07-27T16:05:00+00:00
- Subject: Bedrock / Nova
- Models affected: Amazon Nova, Amazon Titan Text Embeddings V2
- Source: https://aws.amazon.com/blogs/machine-learning/how-guardoc-transforms-medical-document-processing-with-amazon-nova-models/
- Record: https://forck.live/items/2441-how-guardoc-transforms-medical-document-processing-with-amazon-nova-models

Guardoc Health uses Amazon Nova models on Amazon Bedrock to improve clinical document processing, achieving a 46% reduction in documentation errors, 70% fewer audit fines, and over $400K annual ROI per facility.

## Evidence

Verbatim from https://aws.amazon.com/blogs/machine-learning/how-guardoc-transforms-medical-document-processing-with-amazon-nova-models/:

> With Amazon Nova models, Guardoc Health helps skilled nursing facilities and assisted living centers extract, classify, and act on complex documents faster and more accurately than manual review. This approach helps healthcare organizations reduce the hundreds of millions of dollars spent annually on manual document processing across the United States. Guardoc reports a 46 percent reduction in documentation errors, 70 percent fewer audit fines, and over $400K in annual return on investment (ROI) for a single facility.

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