System Specifications

The Veridex Engine

A high-assurance, multi-modal forensic layer designed to identify synthetic artifacts, factual hallucinations, and rhetorical bias across the digital content spectrum.

Supported Input Spectrum

Documents

PDF, DOCX, TXT

Images

JPG, PNG, WEBP, TIFF

Audio

MP3, WAV, FLAC, M4A

Video

MP4, MOV, MKV, AVI

Core Analysis Modules

The Decomposition Engine.

Multimodal Forensics

Identifies GAN, Diffusion, and Transformer-based synthetic markers across all standard media types.

  • Spectral frequency analysis
  • Error Level Analysis (ELA)
  • Frame-coherence auditing
  • Deep-fake behavioral mapping

Claim Decomposition

Automatically extracts atomic factual statements and audits them against our verity index and primary news archives.

  • Named Entity Recognition (NER)
  • Factual density scoring
  • Source citation verification
  • Temporal consistency check

Bias Mapping

Decodes the rhetorical mechanisms used in a piece of content to flag cognitive bias and linguistic manipulation.

  • Rhetorical pattern detection
  • Sentiment variance auditing
  • Propaganda heuristic mapping
  • Tone analysis for synthetic text

Copyright Risk Audit

Evaluates content for verbatim overlap with training data and known copyrighted material.

  • Similarity threshold mapping
  • License overlap detection
  • Source training set correlation
  • Fragmented evidence extraction

Transparency Ledger

Maintains an immutable record of every audit performed to support digital chain of custody.

  • SHA-256 artifact hashing
  • Immutable timestamping
  • Verifiable audit proof
  • Exportable forensic signatures

Integrate Veridex API

Build forensic verification directly into your CMS or discovery workflow.

Get API Access

The Audit Workflow

1

Intake

Upload file or URL for screening.

2

Analysis

Forensic module activation.

3

Decomposition

Claim-level granularity audit.

4

Vetting

Probabilistic verity indexing.

5

Reporting

Evidence trail & Ledger proof.

Assistive Intelligence

Professional Disclosure

The Veridex Engine provides probabilistic forensic markers designed to support—not replace—professional human review. Our outputs should be interpreted as expert signals rather than absolute truth, especially in high-stakes legal or newsroom environments.