Transparency
Epstein Suite is a public-source intelligence tool. Every document in this archive originates from official government releases. This page documents our data handling practices, source verification procedures, and content policies.
Redaction Policy
Victim & Minor Protection
This project maintains a strict prohibition against identifying victims or minors. Our AI analysis prompts explicitly forbid un-redacting names, reversing government redactions, or attempting to identify individuals protected by law. This applies to all automated processing including GPT-4o summaries and entity extraction.
PII Protection
Personally Identifiable Information (PII) of non-public figures is handled with care. When our systems detect sensitive personal data (phone numbers, addresses, financial details) belonging to private individuals, that content is flagged for review. We rely on government redactions as the primary protection layer and supplement with AI-assisted screening.
AI-Assisted Review
Every document in the archive passes through an AI enrichment stage (OpenAI GPT-4o) that generates summaries and extracts entities. These AI prompts are configured to respect existing redactions and avoid speculative identification. AI summaries are navigation aids and may contain inaccuracies — users should always verify against the original source document.
Manual Review Process
Content flagged by users or automated systems undergoes manual review. We prioritize reports involving exposed victim identities, incorrect redactions, or sensitive personal information. Removal requests are typically acknowledged within 72 hours.
If you believe content should be redacted or removed, contact: admin@kevinchamplin.com
Source Integrity
Official Government Sources
Every document in this archive originates from one of three official government sources. We do not host leaked, stolen, or unofficial materials. Each document links back to its original source URL for independent verification.
U.S. Department of Justice
EFTA releases (Data Sets 1–12), court records, and BOP footage via justice.gov/epstein
FBI Records Vault
FOIA releases from the Federal Bureau of Investigation via vault.fbi.gov
House Oversight Committee
Epstein Estate documents released by Congress via oversight.house.gov
6-Stage Processing Pipeline
Documents pass through a structured ingestion pipeline to make them searchable and analyzable. No content is altered — original files are preserved alongside our processed versions.
Automated tools download and index new documents from official government portals into our database.
Files are downloaded and processed through Tesseract OCR to extract machine-readable text from scanned documents.
Video and image files have metadata extracted and thumbnails generated for browsing.
GPT-4o generates plain-language summaries and extracts named entities (people, organizations, locations) from OCR text.
Email headers (From, To, Subject, Date) are parsed from OCR text into a searchable email index.
Flight logs receive significance scores and all documents get vector embeddings for semantic search.
Every document page includes a link to the original government source URL. Visit our Sources page for the complete list of data origins and ingestion statistics.
Transparency Report
Live statistics from our production database, updated every 5 minutes.
DMCA / Takedown Notice
Content Removal Process
Epstein Suite indexes publicly released government documents. If you are a rights holder and believe that content hosted on this site infringes your copyright or should be removed for legal reasons, we have a structured process for handling takedown requests.
How to Submit a Takedown Request
- Identify the content. Provide the URL(s) of the specific page(s) or document(s) you want removed.
- State your claim. Explain the basis for removal (copyright ownership, privacy concern, legal order, etc.).
- Provide contact information. Include your full name, organization (if applicable), email address, and phone number.
- Send your request. Email your takedown notice to the address below. Include "DMCA Takedown" or "Content Removal" in the subject line.
Response Timeline
We acknowledge all takedown requests within 72 hours of receipt. Valid requests are processed and content is removed or restricted within 10 business days. We may contact you for additional information if the request is unclear or incomplete.
Good Faith Disclaimer
This project operates in good faith as a public transparency tool. All indexed content originates from official government releases. We do not make claims beyond what is supported by linked public records. Being named in these documents is not an indication of wrongdoing.
Send takedown notices to: admin@kevinchamplin.com
Please include "DMCA Takedown" in the subject line for priority handling.