Research Library

Insights & Methodology

Bounded briefings on source provenance, reviewed financial relationships, deterministic analysis, and professional review for counsel and retained experts.

Hub scope

These materials explain evidence-linked financial review, including source records, reviewed ledger relationships, deterministic LIBR, and current analytical boundaries. Individual papers may focus on one narrow workflow. They are methodology briefings — not legal advice, expert reports, or outcome guarantees.

White Paper 001 // Methodology

Deterministic Financial Intelligence for High-Conflict Asset Disputes

Foundational methodology: deterministic tracing, source-linked analysis, bounded AI assistance, security controls, and attorney-reviewable outputs.

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Research Note 001 // Reviewer Workflow

Deterministic Workpapers in Forensic Accounting

How deterministic tracing, source preservation, and reviewer workflows extend expert review without replacing professional judgment.

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Research Note 002 // Record Organization

Financial Record Organization Before Litigation

Pre-litigation source organization and reviewable tracing workpapers before commingled balances and litigation timelines harden the record.

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Briefing 003 // Workpaper Boundary

Anatomy of an Attorney-Reviewable LIBR Workpaper

What the V1 workpaper includes, what its SHA-256 reference can verify, and which source, methodology, and legal judgments remain with counsel or a retained expert.

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Research Note 004 // Deterministic Calculation

Why LIBR Calculation Requires Deterministic Code

Generative drafting versus deterministic calculation — why sequential LIBR tracing requires reproducible code and a hybrid perception/reasoning split.

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Research Note 005 // Asset Record Review

Reviewing Records for Potential Asset Concealment

Five concealment vectors — digital custody, entity layering, timing games, offshore structures, and micro-transfers — and where fragmented records complicate review.

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Research Note 006 // Technical Analysis

Deterministic LIBR Mechanics and Workpaper Integrity

LIBR mechanics, ingestion boundaries, snapshot integrity, the replenishment rule, and controlled deployment patterns for reviewer evaluation.

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Review boundary: Attorney-reviewable only · not legal advice · not an expert report · no admissibility guarantee · counsel or a retained forensic professional must confirm source characterization and final use.
White paper LIBR methodology guide Attorney output brief Sandbox evaluation File verification
Review sandbox workflow Partnership inquiry