AI-Powered Redaction That Doesn't Miss What Humans Do

Automatically identify and redact PII, financial data, classified markings, and other sensitive information — with human verification at every stage.

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Manual Redaction Can't Keep Up — Or Stay Consistent

Analysts read page by page, marking sensitive data by hand. At volume, they miss items. Across a team, they apply different standards.

Missed Sensitive Data at Volume

Human eyes scanning thousands of pages inevitably miss items.

Inconsistent Redaction Standards

Different analysts redact the same entity types differently.

Processing Time Measured in Weeks

Manual page-by-page review can't scale to large document sets.

Compliance Risk from Every Miss

One unredacted SSN or classified marking is a disclosure violation.

From ingestion to release, AI-assisted accuracy.

Ingest documents, detect sensitive patterns automatically, apply redactions, verify with human review, and release with confidence.

Explore Irys Redaction Tool

Document Ingestion

Batch-load documents into the redaction pipeline.

AI Pattern Detection

Automatically flag names, financial data, and classified markings using pattern-based detection.

Redaction Application

Apply redactions consistently across every flagged instance in the document.

Human Verification

Every AI detection is confirmed or corrected by an analyst before it's final.

QC & Release

Sample completed work for quality, then release with a complete audit trail.

AI-Powered PII Detection

Automatically identify names, SSNs, financial data, and classified markings.

Pattern-Based Redaction Rules

Define entity categories and apply consistently at scale.

Bulk Document Processing

Process thousands of pages through the same pipeline simultaneously.

Human-in-the-Loop Verification

Every AI detection reviewed and confirmed by an analyst.

Consistent Redaction Standards

Rules applied uniformly regardless of which analyst verifies.

Compliance-Ready Audit Trail

Every redaction decision documented for regulatory review.

AI + human oversight

Minutes, not hours.

AI redaction in action — sensitive entities highlighted across a document page with confidence scores, entity type labels, and one-click confirm/reject per finding.

Sensitive data flagged automatically. AI highlights entities across every page, with a confidence score and entity type for each finding.
Confirm or reject in one click. Analysts review each AI finding directly on the page instead of marking redactions by hand.
Minutes of review, not hours. What took an analyst hours to mark by hand is verified in minutes with AI doing the first pass.

Rule-based consistency

Consistent. Every time.

Redaction rules management — entity categories, detection patterns, and how they're applied uniformly regardless of which analyst is working.

One rule set, every analyst. Entity categories and detection patterns are defined once and applied the same way across the team.
Standards that don't drift. The same redaction rules run whether ten pages are reviewed or ten thousand.
Every rule change, tracked. Updates to detection patterns are logged, so the standard in effect for any document is always known.

Why Agencies Choose Irys Redaction Tool

AI detection at scale with human verification. Neither alone.

AI + Human Oversight

AI detects at scale; humans verify and approve. Neither alone.

Scales from Pages to Thousands

Same fast, consistent workflow for 10 or 10,000 documents.

Integrated with Case Workflow

Redaction happens inside the case, not in a disconnected tool.

Customers + Partners

Trusted in IT & Cyber Expertise for 44 Years. We enable the DoD and all branches of service to maintain peak readiness and deliver mission results through proven technical expertise, operational support, and cybersecurity strength.