Products/Media Accountability

Journalism Audit Platform

Institutional Integrity & Source Verification

A private AI platform designed for media organizations to automate content verification and forensic integrity audits without exposing sensitive data to public AI models.

Next.jsCustom AI HeuristicsPrivate DatabaseLocal-first Architecture
Total Data Autonomy
Elimination of Manual Latency
Zero Security Leakage
Indestructible Investigative Asset
Capabilities

System Intelligence.

National Source Registry
Automated Bias Detection
Forensic Integrity Reports
Source Metadata Verification
The Friction

A major media organization faced a critical bottleneck: their investigative integrity relied on a 14-day manual verification process that was prone to human error and leaked sensitive leads through public AI tools.

The Solution

I architected a "Zero-Trust" forensic engine. My role involved designing a custom heuristic logic that operates entirely on-premise, allowing for real-time verification against a proprietary national registry without any external API dependencies.

Architecture

Technical Highlights.

01
Locally-hosted LLM clusters
02
Encrypted Vector Search
03
Heuristic Logic Engine