Grade Back
SmallAI in first buildEcommerce · Returns and warehouse teams
Grade returned items by photo to decide restock, discount, or write-off fast.
Built in this build
- Return intake and condition
- Photo-based grading
- Restock or write-off decision
- Condition tiers and rules
- Action permissions
- Suggests condition tier from item photo
- Create stock move from decision
- Return reason and recovered value summary
Vision (needs external services)
- Return portal records
- Camera-based return grading
The build delivers the entire scope above as one coherent application. Items in the vision column require real external services (payments, messaging, integrations) and are not part of this version.
Customer features
- Return intake and condition
- Photo-based grading
- Restock or write-off decision
Admin modules
- Condition tiers and rules
- Action permissions
AI capabilities
- Suggests condition tier from item photo
Automations
- Create stock move from decision
Analytics & reports
- Return reason and recovered value summary
Integrations
- Return portal records
Mobile
- Camera-based return grading
Roles & permissions
- Returns
- Warehouse
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