You are entering an area of public trust. The information in this archive is here to help us strengthen our nation, not to tear it down. Use wisely.
This is not a terms-of-service agreement. Terms of service protect the publisher from the user. A covenant orients the user toward the thing itself — what it is, what it is for, and what entering it means. The word "archive" is intentional: 4CITE maintains a permanent, growing structural integrity record across law, business, and government. The covenant names the relationship between you and that record. You are a steward, not a consumer.
What 4CITE Does
4CITE analyzes documents for structural integrity — measuring whether the reasoning actually holds, not just whether the citations exist. Citation checkers (Westlaw, LexisNexis, Casetext) verify that the cases you cite are real and say what you claim. That is Layer 2 analysis. 4CITE operates at Layer 3: it measures whether the argument built on those citations is coherent, grounded, non-contradictory, and consistent with stated purpose.
A document can have perfectly accurate citations and still fail structural integrity analysis if the reasoning is hollow. This is the mechanism behind AI-generated legal briefs that pass citation checks but score near-zero on the 4CITE engine. The Mata v. Avianca fabricated brief — submitted by attorneys relying on ChatGPT — contained citations to nonexistent cases, but its structural failure was detectable independently: it scored 7 out of 100 against 88 for a genuine federal opinion. That 81-point gap is the fingerprint of what 4CITE calls accountability theater.
The product is domain-agnostic. The same engine that analyzes legal briefs analyzes SEC filings and legislative testimony. The underlying question is always the same: does the reasoning actually hold?
The Three-Stage Workflow
Every document submitted to 4CITE moves through three stages: Scan, Report, and Certify. Scan is a single-call structural reconnaissance — it surfaces observations and the named entities (people, organizations, works, jurisdictions, dates) the document leans on. Report is the full structural analysis: four independent gates (G4, G6, G7, G8) with evidence arrays, the composite score and Integrity Tier, the Theater Stage classifier, the Cross-Pair Vector, and the Outcome Misalignment Score. Certify packages the Scan and Report outputs with cert-specific metadata into an immutable, permanently archived bundle — a non-modifiable record designed for use in legal proceedings, regulatory filings, and due diligence.
About 4 SHIELD LLC
4CITE.ai is built and owned by 4 SHIELD LLC, a Wyoming Benefit LLC. The company's benefit purpose is to restore public trust across all domains based on the foundational belief that systems operating in integrity grow toward their highest valuation — providing a public benefit through the stabilization of social, economic, and political institutions.
4CITE.ai is the first product under the 4 SHIELD LLC umbrella. The second product, 4SYNC.ai (domain acquired April 2026), is in early planning.
The Layer 3 Position
The market for document analysis tools operates across three distinct layers. Layer 1 (attribution and provenance) answers the question "who made this?" — tools like Turnitin and AI-detection services operate here. Layer 2 (citation verification) answers "are the citations real?" — Westlaw, LexisNexis, and Casetext operate here.
Layer 3 — structural integrity — answers "does the reasoning actually hold?" No tool currently operates at this layer at scale across law, business, and government. 4CITE owns Layer 3. The two layers below are prerequisites, not competitors: you need your citations to be real before you can assess whether the argument built on them is sound.
The practical consequence: a document can pass all Layer 1 and Layer 2 checks — known author, accurate citations — and still fail structural integrity analysis if the reasoning is incoherent, internally contradictory, or structurally misaligned with stated purpose. AI-generated documents that fabricate citations fail Layer 2. AI-generated documents that construct coherent-looking arguments on valid citations — the next phase of the problem — fail Layer 3. That is the layer 4CITE is built for.
The Evidence
4CITE's scoring has been validated against real and fabricated documents across multiple studies. Key results:
81 pts
A genuine federal sanctions opinion scored 88. The Mata v. Avianca ChatGPT-fabricated brief scored 7. The 81-point structural gap is the fingerprint of hallucinated accountability. Citation checking alone cannot detect this gap.
Source: WP7 — The Absence Detector
71 pts avg
A blinded batch of 20 documents — genuine and hallucinated — run through the engine without labels. Average discrimination delta: 71 points. Consistent and reproducible across document types.
Source: WP5 — Hallucination as Structural Extraction
Get Started
4CITE is live in closed beta across all three verticals. Subscribe to a plan, or run a single document through a walk-in cert.
See Pricing →Or get a $15 walk-in cert — no account required.