SubShield Factory OS — v1.0.0

Bank-grade
merchant data.

We manufacture 50,000 verified and audited Australian merchant records — pairing dual-AI classification with strict human oversight.

Deploy Pipeline View Dataset
root@vridai-pipeline:~
→ Starting Dual-AI Classification Engine...
→ Loading Llama-3.1 8B (Primary) and Mistral 7B (Secondary)
Initializing Plunge Gates... [ABR, ASIC, Social, CDR]
[INFO] Analyzing string: "SP * AMAZON PRIME SYDNEY"
[INFO] Consensus reached: Subscription (98%)
[INFO] Running Plunges...
↳ ABR: Verified (Active)
↳ ASIC: Clear
↳ Social: Friction detected (Cancel difficulty)
[INFO] Score: 85/100 → GOLD RECORD SAVED
_
Target Volume
50,000
Certified Records

Pipeline Architecture

Every string passes through strict gates before becoming a certified Gold Record.

01

The Brain

Adversarial Logic Engine

A Dual-Examiner system — Primary AI classifies, Secondary AI challenges. Certified at 100% accuracy.

02

The Plunges

Data Ingestion Adapters

Live verification via ABR, ASIC cross-reference, Trustpilot social sentiment, and CDR banking mappers.

03

The Factory

Cleaning & Labeling at Scale

Verified records are structured for downstream search and optional vector indexing.

04

The Audit

Strict Certification Gate

Edge-case stress testing and final Gold Record export. Certified only when bank-grade.

Uncompromising Standards

ABR Verified

Every merchant cross-referenced against the Australian Business Register.

ASIC Cleared

Banned and disqualified persons register checked automatically.

Social Intelligence

Reddit, Trustpilot, and OzBargain scanned for hidden charges.

CDR Compatible

Mapped to the Open Banking CDR standard — 100% compatible.

Search Ready

Records are shaped for optional semantic indexing when that runtime path is enabled.

Human Review

Ambiguous records go to human review. Your judgment makes the data Gold.