Serlekan Works / 2026
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AI / BUILDING

Project / Trust infrastructure

ProofGuard

A trust layer for an increasingly AI-generated internet.

An AI agent system focused on validating claims, evidence and digital proof before information is trusted or acted upon.

BUILDINGAITrust infrastructure

Problem

AI-generated information increases the speed of claims while making provenance, source quality and confidence harder to inspect.

Solution

An investigation system that connects claims to source evidence, provenance, confidence scoring and audit trails.

Product scope

Claim verificationSource evidenceProvenanceConfidence scoringAI-assisted investigationAudit trails

Milestones

Current milestone

System specification and repository foundation

Next milestone

Build the first claim-to-evidence verification workflow

Build record

· Initial system specification created