# Use-Cases - Document AI - Document Approval Workflows - Document Blur Verification

> Turn any extracted value into a perfectly created or updated Salesforce record - across objects, relationships, and rollups - without code.

## Clarity check (blur verification) with AI

CloudFiles Document AI not only spots blur but understands which fields are unreadable, estimates confidence, and intelligently decides whether the document can still be processed or needs a re-upload — all without leaving Salesforce.

[Book a Demo](https://meet.cloudfiles.io/salesforce?utm_content=sf-document-ai-use-cases-document-blur-verification-hero)

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## Every unclear upload slows down your Salesforce workflow.
Your team shouldn’t waste time opening, zooming, and guessing whether an ID or KYC file is readable.

- **45%** — delays caused by unreadable uploads
- **3x more** — erification errors with manual checks
- **~ 2 days** — wasted identifying poor-quality files

## The triple advantage

Get Visibility, Accuracy, and Speed

- **90% Fewer Delays** — Detect unreadable uploads instantly before they enter validation.
- **99% Confidence** — AI measures readability field by field to ensure data integrity.
- **100% Smart Decisions** — Automatically route or approve documents based on clarity thresholds.

## Beyond this use case

### Signature Verification

Confirm if signatures are present, complete, and legible before approval.

### Photo Context Analysis

Interpret property or identity photos for content relevance and quality.

### Field Confidence Validation

Measure text readability confidence per field and use it in Salesforce Flows for data-driven decisions.

## Frequently Asked Questions

**Q: Can CloudFiles guess or restore blurred content?**
No. For security and compliance reasons, CloudFiles does not reconstruct or hallucinate missing data. Instead, it identifies which fields are unreadable and measures how much blur impacts verification.

**Q: Does it assign confidence scores?**
Yes. Each document and field gets a clarity confidence score, which can be used in Salesforce Flows to trigger re-upload or approval logic.

**Q: Can I customize thresholds for different fields?**
Yes. You can set unique clarity confidence thresholds for each field or document type (for example, 90% for ID number, 80% for address).

**Q: What file formats are supported?**
All standard image and PDF formats including JPG, PNG, and scanned PDFs.

**Q: Is it secure and compliant?**
Yes. CloudFiles follows SOC 2, ISO 27001, GDPR, and HIPAA standards. All data is encrypted and processed securely within your Salesforce environment.

## Bring vision to document verification

Stop wasting time on unreadable files. Let CloudFiles AI detect, interpret, and score clarity directly inside Salesforce - ensuring only high-quality, verifiable documents move forward.

[Book a Demo](https://meet.cloudfiles.io/salesforce?utm_content=sf-document-ai-use-cases-document-blur-verification-footer)