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v0.1.0

PlugZ Visual AI

PlugZ AI Visual
Artificial Intelligence for Visual Authentication

AI-assisted visual evidence for verifier review, comparing observed product signals, documents, and chain records without making categorical evidence review claims.

Advisory
Analysis Mode
<5s
Analysis per Image
Human review
Human Validation
AI + Human
Hybrid System

Hybrid System: AI + Human Experts

Automatic AI Analysis

  • Automatic detection of authenticity characteristics
  • Identification of critical points of concern
  • Generation of objective confidence scores
  • Analysis in less than 5 seconds per image

Mandatory Human Validation

  • Certified specialists review all analyses
  • Humans always make the final decision
  • Human expertise and intuition preserved
  • Continuous feedback to improve AI

Technical Analysis Process

1. Upload

Image is loaded and pre-processed

2. AI Analyses

Specialized algorithms process the image

3. Score Generated

Critical points are identified and scored

4. Human Decides

Certified specialist makes final decision

What AI Analyses in Each Category

Sneakers

  • Stitching patterns and quality
  • Logo positioning and proportions
  • Sole construction and materials
  • Colour accuracy and gradients
  • Box and packaging details

Apparel

  • Fabric texture and quality
  • Label positioning and typography
  • Seam construction
  • Hardware and zippers
  • Care labels

Accessories

  • Leather grain and texture
  • Hardware finish and weight
  • Stitching precision
  • Serial numbers and stamps
  • evidence review cards

Benefits of AI Visual for You

Faster Verification

AI automatically identifies critical points, reducing analysis time by up to 40%

Subtle Fraud Detection

Advanced algorithms detect counterfeits that would be difficult to identify with visual inspection alone

Expert Confidence

Verifiers have more security in decisions with objective data from AI

Quality Standardization

All products follow the same rigorous analysis criteria

Transparent Process

You can see exactly which points were analysed and why

Cutting-Edge Technology

First marketplace to use specialized AI for physical authentication

Privacy and Security

How We Protect Your Data

  • AES-256 encryption at rest and in transit
  • Access restricted to authorised verifiers only
  • Images automatically deleted after 30 days
  • Aligned with GDPR and applicable privacy laws

Full Transparency

  • You can see which images were analysed
  • Detailed reports available after verification
  • Complete audit trail of the entire process
  • Right to delete your images at any time

Frequently Asked Questions

1

Does AI completely replace human verifiers?

No. AI is an assistance tool that provides risk signals and evidence prompts. It does not make a final authenticity claim; human review and supporting records carry the decision.

2

Are my images stored in the system?

Yes, temporarily. Images are encrypted and stored for a maximum of 30 days for audit and dispute resolution purposes. After this period, they are automatically deleted. You have the right to request early deletion at any time.

3

How does AI learn and improve?

Through a controlled feedback loop. Human verifier feedback can improve risk-signal quality over time, but AI output remains advisory and evidence-based.

4

Can I see the AI analysis results?

As a buyer, you'll see the evidence and review signals available for the item. As a seller, you receive feedback on photo quality and risk signals that may need more evidence.

5

Does AI work for all product types?

We currently focus on sneakers, apparel, and accessories, with category-specific models that flag visual inconsistencies and evidence gaps. They do not independently authenticate an item.

Cutting-Edge Technology for Maximum Trust

Our advisory process combines AI evidence extraction with human verifier review and NFC/blockchain records.

Advisory AI + Certified Verifiers = Reviewed Evidence