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PII Redaction for Legal Discovery Documents and AI Use

Backed by Microsoft For Startups
Guided by Grayver Law Group
AES-256 Encryption
Free during early access

PII redaction for legal discovery documents protects parties, witnesses, and third parties before AI review. Discovery produces massive volumes of documents containing personal data, and Justee removes it automatically so litigation teams can use AI for document review and analysis safely.

Free and no sign-up required.

Upload the document to redact:

Files are deleted immediately after processing

No one else can access the files you upload

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Key Takeaways

Discovery documents contain PII for numerous individuals including parties, witnesses, employees, and third parties

Justee processes discovery materials and replaces 30+ PII entity types with structured placeholders automatically

AES-256 encryption protects all discovery documents during processing with immediate deletion after redaction

AI-assisted discovery review becomes safer when documents are redacted before submission to any AI platform

Under 2 minutes*

Average Redaction Time

30+ types

PII Entity Types Detected

AES-256 Encryption

Document Security

* Estimates based on typical documents. Actual results vary by document size and complexity.

Electronic discovery has transformed litigation practice, generating document volumes that can reach millions of pages in complex cases. AI-assisted document review has emerged as a practical necessity for managing these volumes, with technology-assisted review (TAR) and predictive coding becoming standard tools. However, the efficiency gains of AI review create data protection tensions when discovery documents contain sensitive personal information. Production sets may include emails with personal details, financial records, employment files, medical records, and communications involving dozens or hundreds of individuals who may not be parties to the case. Submitting these materials to AI review platforms without PII redaction exposes all of that personal information to external systems. Justee addresses this challenge by providing automated PII redaction that can process discovery documents efficiently, detecting the broad range of entity types found in typical production sets and replacing each with structured placeholders that maintain the document relationships AI review tools need to function effectively.

What We Redact

Email sender and recipient names, addresses, and contact details replaced across correspondence

Employee PII including SSNs, personnel numbers, and performance data redacted from HR documents

Financial records with account numbers, transaction details, and salary information anonymized

Medical records containing patient names, provider details, and diagnosis information stripped

Third-party PII found in forwarded emails, attachments, and referenced documents removed

Risks of Sharing Unredacted Documents

Discovery sets may contain PII for hundreds of non-party individuals who deserve data protection

AI review platforms process large document volumes, magnifying the exposure from any single breach

Privileged documents mixed into discovery sets require extra protection before any AI processing

Production metadata may contain identifying information beyond what appears in document text

Cross-border discovery documents may trigger international data protection regulations

How It Works

1
Upload Discovery Documents

Upload emails, memos, spreadsheets (as text), or other discovery materials in PDF, DOCX, or TXT format.

2
Broad PII Detection

Justee scans for employee names, email addresses, SSNs, financial data, health information, and 30+ entity types.

3
Review Before AI Review

Preview the redacted documents with typed placeholders before submitting them to your AI review platform.

4
Submit to AI Review Tool

Use the redacted documents with any TAR, predictive coding, or AI categorization platform safely.

Hypothetical Case Study by Justee

A class action defense team received a production of 5,000 employee emails and needed to use AI to categorize them by relevance and identify privileged communications. The emails contained employee names, personal email addresses, phone numbers, discussions of health conditions, references to SSNs in benefits enrollment threads, salary complaints, and personal financial discussions between coworkers.

Issue Found: The 5,000 emails contained PII for approximately 300 unique employees, including health information shared casually in workplace communications, personal financial details, and SSN references from benefits enrollment — none of which needed to reach the AI review platform.

Resolution: The defense team processed the email production through Justee before AI review. All employee names, email addresses, SSN references, health details, and financial information were replaced with structured placeholders. The AI categorization tool then sorted emails by relevance and privilege indicators without accessing any actual employee personal data.

Discovery Email: Before vs. After Redaction

Why it matters: Employee names, email addresses, SSN, employee ID, insurance carrier, and home address are all replaced. The email content about benefits enrollment issues and the general topic remain intact for relevance categorization by AI.

No credit card required

Discovery document review is where AI delivers the most value in litigation — but it is also where the most personal data is at risk. Redacting before AI review is not a luxury; it is a necessity for responsible e-discovery practice.

Artem Dolukhanyan
Artem Dolukhanyan

Partner, Corporate Transactions at Grayver Law Group

AI PII Redaction vs. Manual Redaction

FeatureJustee AI RedactionManual Redaction
Discovery Volume HandlingIndividual docs in under 2 min; plans for batchImpractical for large discovery sets
Non-Party PII ProtectionDetects PII for all referenced individualsFocus typically on parties, missing third parties
Email-Specific DetectionEmail addresses, signatures, CC/BCC fieldsOften overlooks email metadata PII
AI Review CompatibilityTyped placeholders work with any AI review toolInconsistent redactions may confuse AI tools
CostFree tier for individual documentsContract reviewer costs at volume scale
* Comparison data represents estimates based on internal testing for typical document types. Redaction times and detection coverage vary by document complexity, length, and content type.

Official Privacy & Data Protection Resources

Federal Rules of Civil Procedure — Rule 26(g) Discovery Obligations

Federal rule establishing attorney obligations in discovery including reasonable inquiry and proportionality requirements.

NIST Cybersecurity Framework — Data Protection

NIST standards for protecting sensitive data during processing, applicable to e-discovery workflows and AI-assisted review.

DOJ Overview of the Privacy Act of 1974

Department of Justice overview of federal privacy protections governing the handling of personal information in legal proceedings.

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PII Redaction ToolFree Contract ReviewEmployment Contract ReviewNDA ReviewContract ComparisonPlans & Pricing
Important Legal Disclaimer

What Justee AI is — and what it is not. Justee AI is a software platform, not a law firm. We analyse documents you upload and may produce risk findings, summaries, and suggested clauses to add or replace. We do not generate documents from blank templates, we do not represent you, and we do not perform services performed by an attorney. Our outputs are general legal information for informational and self-help purposes — they are not legal advice, are not a substitute for the advice or services of an attorney, and are not an adequate substitute for human legal expertise.

No attorney in the loop. Justee AI is AI-powered. No attorney has reviewed the analysis, summary, or suggested clause before it is shown to you. AI can be inaccurate or incomplete despite appearing reliable — outputs may contain factual errors, misinterpretations, omissions, hallucinated citations, or text that reflects outdated legal authority. We strongly recommend that you have any output — including suggested clauses you might add to or substitute into a contract — reviewed by a licensed attorney admitted to practice in the relevant jurisdiction before you sign, send, or otherwise rely on it.

No attorney–client relationship. Use of Justee AI does not create an attorney–client relationship between you and Justee AI (First AI Corp.) or any of its personnel. Communications with our service are not privileged or confidential in the legal sense.

Consult a licensed attorney. Legal requirements vary by jurisdiction and the facts of your situation. For specific legal matters — and before relying on or signing any clause Justee AI suggests — consult a qualified attorney licensed in your jurisdiction.

Performance Estimates (*): All statistics, metrics, and numerical claims on this page — including review times, cost comparisons, accuracy percentages, and database size — are estimates based on internal testing, industry research, and typical use cases. Actual results vary based on document type, complexity, length, jurisdiction, and other factors. Cost comparisons reference publicly available average attorney rates and are not guaranteed savings. "1M+ laws and regulations" refers to the breadth of Justee's reference database and does not imply that every provision is checked against every law for every document.

By using our service, you acknowledge that you have read and agree to our Terms of Use and understand the limitations of AI-powered legal analysis. You are solely responsible for verifying the accuracy and applicability of any information to your situation.

Frequently Asked Questions

The free tier processes individual documents efficiently. For large discovery sets, Justee offers plans designed for higher-volume processing. Each document typically completes in under two minutes.

Yes. Justee's typed placeholders produce clean text that TAR and AI review platforms can process effectively. The redacted documents maintain their categorization value while protecting personal data.

Privileged documents in discovery sets benefit especially from PII redaction before AI review. Justee removes all identifying information that could contribute to privilege waiver if exposed to external AI platforms.

Justee detects email-specific identifiers including sender/recipient addresses, CC/BCC references, email signatures with contact details, and PII mentioned within email body text and subject lines.

Ideally, redact before any AI processing — including relevance review. If that is not practical for very large sets, consider a phased approach where initial AI categorization uses redacted samples, with comprehensive redaction before detailed AI analysis.

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Last updated: July 8, 2026

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