Integrated Quality Control Workflow
The spreadsheet's neural network integration automatically flags deviations exceeding tolerance thresholds. When paired with CNfans' QC Report Generator, the system produces client-ready authentication packets featuring:
- High-resolution comparison sliders highlighting authentic vs submitted items
- Microscopic stitch pattern overlays with matching percentage indicators
- Dynamic serial number validation against Gucci's production database APIMaterial spectrometry charts for textile composition verification
Continuous Data Enrichment
Seasonal updates to Gucci's manufacturing specifications trigger automatic spreadsheet version control updates. Community contributors can submit undisclosed authentication tells through anonymized data pooling, with blockchain verification ensuring the database's tamper-proof integrity. This crowdsourced intelligence network adapts to new counterfeit patterns faster than traditional authentication methods.
The verification dashboard calculates real-time authenticity confidence scores
