<img height="1" width="1" style="display:none;" alt="" src="https://px.ads.linkedin.com/collect/?pid=YOUR_ID&amp;fmt=gif">

Find and Redact Sensitive Data in Scanned Documents, Images, and Video 

VIDIZMO Redactor uses optical character recognition to detect text in scanned documents, handwritten notes, images, and video frames. Once text is recognized, sensitive information is identified and redacted automatically, eliminating the need to manually review non-digital content line by line. 

Find and Redact Sensitive Data in Scanned Documents, Images, and Video

What Is OCR Redaction? 

OCR redaction combines optical character recognition with automated PII detection to find and remove sensitive text from content that is not natively searchable. Scanned documents, handwritten forms, photographed IDs, and text visible in video frames all contain information that standard text-based redaction cannot reach. 

Key Benefits:

  • Redact scanned documents and handwritten notes that standard tools cannot process
  • Detect and redact visible text in video frames, including signs, labels, and IDs
  • Automate PII pattern detection with 40+ built-in PII types and custom regex patterns
  • Search across all OCR-processed content to locate files containing specific text 
What Is OCR Redaction

Redact Scanned and Handwritten Content at Scale 

Most redaction tools only work with native digital text. VIDIZMO Redactor goes further by recognizing text in scanned PDFs, photographed documents, and handwritten notes using OCR and ICR (Intelligent Character Recognition). 

Capabilities Include: 

  • OCR for scanned documents and images in 10+ languages
  • Handwritten text recognition (ICR) for forms, notes, and field reports
  • Perso-Arabic script support including Arabic, Urdu, Sindhi, Dari, and Pashto
  • Signature detection and redaction for signed documents and agreements
  • Bulk processing to handle large volumes of scanned files in a single operation 
Redact Scanned and Handwritten Content at Scale

Detect and Redact Text in Videos and Images 

Text appears in video and image content more often than most teams realize. Street signs, ID badges, vehicle plates, on-screen displays, billboards, and labels all contain information that may need redaction before release. 

Capabilities Include:

  • Text area detection in video frames to identify visible text for redaction
  • OCR extraction from images including photographs, screenshots, and captured stills
  • Objects inside PDFs: detect and redact faces, license plates, and vehicles embedded as images within PDF documents
  • Partial redaction to obscure only specific characters (first or last digits) while keeping the rest visible
  • Redaction styles (blur, pixelate, or black box) applied to all detected text regions 
Detect and Redact Text in Videos and Images

Automate PII Pattern Detection Across Documents 

Manually searching for sensitive data patterns across hundreds or thousands of pages is not practical. VIDIZMO Redactor automates pattern-based detection so PII is found and flagged the moment OCR processes the content. 

Capabilities Include: 

  • 40+ built-in PII types including SSNs, credit card numbers, addresses, phone numbers, emails, DOB, passport numbers, and national IDs
  • Custom PII patterns using regex and context words for organization-specific identifiers
  • Country-specific detection for US SSN/EIN, UK National Insurance/NHS, Indian Aadhaar, Canadian SIN, and EU Tax IDs
  • Contextual AI recognition using NLP for semantic PII detection beyond simple pattern matching
  • Confidence scores for every detection to validate accuracy before finalizing redaction 
Automate PII Pattern Detection Across Documents

Built for Security, Privacy, and Compliance

VIDIZMO Redactor is designed for secure environments where sensitive data must remain protected throughout review and release. 

Enterprise-Grade Controls

Compliance Alignment

How OCR Redaction Works

Upload Content-1

Upload Content

Ingest scanned documents, images, or video files from case systems, shared drives, or bulk upload.

Automated Analysis

OCR Processing

AI extracts text from scanned pages, handwritten notes, images, and video frames using OCR and ICR engines.

Review and Validate

Review and Validate

Review flagged detections. Approve, adjust, or reject before applying permanent redaction

Export and Distribution-4

Export Securely

Download or share redacted outputs with full audit trails. Metadata is stripped from redacted files. The original stays preserved.

Why VIDIZMO

VIDIZMO Redactor supports compliance-driven redaction programs with governance, consistency, and secure release workflows so teams can deliver redacted content confidently at scale. 

Flexible Deployment Options

VIDIZMO supports secure deployment models to meet organizational requirements: 
On-Premises-Jan-12-2026-06-56-39-3124-PM

On-Premise

Full control over infrastructure, data, and security policies—ideal for strict residency and compliance needs.

Private Cloud-2

Private Cloud

Dedicated cloud environment with enhanced security and isolation, combining scalability with operational control.

Government Cloud-1

Government Cloud

Built to meet government-grade security and compliance standards. Supports regulated frameworks.

Hybrid Environments

Hybrid Environments

Integrates on-prem and cloud deployments seamlessly while keeping sensitive workloads secure.

Use Cases Across Industries

Law Enforcement

Manually redact critical details in evidence when context matters, such as unique identifiers, informant details, or sensitive scene elements. Combine automation with analyst oversight to support CJIS-aligned workflows and defensible disclosure.

Law Enforcement-Jan-22-2026-03-19-30-1379-PM

Legal 

Protect privileged and confidential information in discovery, exhibits, recordings, and filings. Manual redaction ensures accuracy for nuanced content and enables consistent outputs across productions.
Legal-Jan-22-2026-03-19-29-9452-PM

Healthcare 

Safeguard PHI in scanned records, recorded consultations, and supporting media. Manual refinement helps ensure HIPAA-aligned redactions when identifiers are complex or poorly captured.

Healthcare-Jan-22-2026-03-19-30-0336-PM

Government 

Meet FOIA and public records requirements by applying careful, context-aware redactions, especially for sensitive terms, protected categories, or unique identifiers requiring human judgment.

Government-Jan-22-2026-03-19-30-1436-PM

Call Centers 

Manually refine redactions in recorded calls where speech is unclear, overlapping, or context-dependent. Reduce risk while maintaining recording usability for QA and dispute resolution.

Call Centers-2

Education 

Protect student and staff privacy in incident reports, recordings, and documentation. Manual tools support FERPA-related redactions when sensitive information is nuanced or case-specific.

Education-Jan-22-2026-03-19-30-2270-PM

Finance 

Ensure accuracy when redacting account details, identifiers, and confidential references in customer documentation and recorded interactions—supporting compliance and risk reduction.

Finance-Jan-22-2026-03-19-30-0346-PM

Transportation 

Redact incident evidence, operational footage, and reports where unique visuals, identifiers, or sensitive context require manual control for accurate release.

Transportation-Jan-22-2026-03-19-30-1482-PM

Turn Scanned and Visual Content into Redaction Ready Files

Extract text using AI powered OCR and automatically redact sensitive information from documents, images, and video. 

Frequently Asked Questions

What types of content can OCR redaction process? 
Scanned PDFs, TIFF, JPG, PNG images, handwritten documents, photographed files, and text visible in video frames. 
Does OCR work on handwritten documents?
Yes. VIDIZMO Redactor includes ICR (Intelligent Character Recognition) to detect and redact handwritten text in forms, notes, and field documents. 
What languages does OCR support? 
10+ languages for printed text OCR, plus Perso-Arabic script support for Arabic, Urdu, Sindhi, Dari, and Pashto. 
Can I define custom PII patterns for OCR detection? 
Yes. Use regex and context words to create custom patterns for organization-specific identifiers beyond the 40+ built-in PII types. 
Can OCR detect text inside video frames? 
Yes. VIDIZMO Redactor identifies visible text in video content, including signs, labels, ID badges, and on-screen displays, and applies redaction to detected text regions. 
Can I process scanned documents in bulk? 

Yes. Bulk processing and queue-based automation let you submit large volumes of scanned files for unattended OCR and redaction. 

How does OCR-based search work? 

After OCR processing, extracted text becomes searchable metadata. You can locate files across your content library by searching for specific text, names, or identifiers contained within scanned or visual content. 

back to top