Core Framework

Public Oversight Project

Raw Evidence PDFs

Authored Anchors

Master Synthesis

Original documents like reports and transcripts, each cryptographically hashed for integrity.

Curated summaries and thematic context written by case authors to guide AI understanding.

A single, versioned document combining all case elements, authoritative for the overall narrative.

Unwavering Precision

Cryptographic Verification

SHA-256

Hash Checks

100%

Citation Grounding

Zero

Hallucination Risk

Immutable

Audit Logs

System Flow

The Verified Pipeline

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Evidence ID Assignment

PDF Text Extraction

Semantic Vector Indexing

Grounded Citation Query

Standardized identifiers ensure consistent organization and versioning for all uploaded materials.

Automated processing extracts content from documents, preparing it for semantic analysis.

Content is transformed into a searchable vector index, enabling intelligent AI queries.

AI provides answers with line-by-line source citations, directly from your verified corpus.

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