PlugZ AI Visual
Artificial Intelligence for Visual Evidence Review
AI-assisted visual evidence for verifier review, comparing observed product signals, documents, and chain records without making categorical authenticity claims.
Hybrid System: AI + Human Experts
Automatic AI Analysis
- Detection of visual evidence signals
- Identification of critical points of concern
- Routing to a vetted human verifier — the model triages, it does not score authenticity
- Analysis attached to the verifier review record
Mandatory Human Validation
- Vetted 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 Analyzes
Specialized algorithms process the image
3. Score Generated
Critical points are identified and scored
4. Human Decides
Vetted specialist makes final decision
What AI Analyzes in Each Category
Sneakers
- Stitching patterns and quality
- Logo positioning and proportions
- Sole construction and materials
- Color 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
- Authenticity cards
Benefits of AI Visual for You
Faster Verification
AI highlights visual signals so verifiers can focus their evidence review
Subtle Fraud Detection
Advanced algorithms surface visual anomalies and supporting evidence for verifier review
Expert Confidence
Verifiers receive structured confidence scores and supporting evidence from AI
Quality Standardization
Reviews follow a consistent evidence checklist for each supported category
Transparent Process
You can see exactly which points were analyzed and why
Evidence-Led Technology
Specialized AI supports physical-object review without issuing categorical authenticity verdicts
Privacy and Security
How We Protect Your Data
- AES-256 encryption at rest and in transit
- Access restricted to authorized verifiers only
- We store the hash and the result of each analysis, not the image itself
- Aligned with GDPR and applicable privacy laws
Full Transparency
- You can see which analyses were run on your items
- Detailed reports available after verification
- Complete audit trail of the entire process
- Right to request deletion of your analysis records at any time
Frequently Asked Questions
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.
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.
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.
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.
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.
Evidence-Led Review with AI Assistance
Our advisory process combines AI evidence extraction with human verifier review and NFC/blockchain records.