AI quality checks for overseas manufacturing shipments—in minutes.
Small-scale manufacturing entrepreneurs endure constant delays and poor quality control from overseas suppliers.
QualiScan lets users upload shipment photos for instant AI analysis of defects, dimensions, and compliance. Generate inspection reports and supplier scorecards to enforce quality standards. Small manufacturers reduce returns and delays with digital proof-of-quality.
Entrepreneurs in small-scale manufacturing
Mobile-first AI vision model trained specifically on small-batch manufacturing parts (not generic).
friendly
Upload images/videos of shipments for analysis.
Scan for scratches, wrong sizes, missing parts with confidence scores.
Auto-generate PDF reports with annotations and pass/fail.
Custom checklists for spec checks beyond AI.
Track quality history per supplier.
Analyze multiple photos at once.
Send reports to suppliers/clients.
Charts of quality over time.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| supplier_name | text | No |
| quality_score | int | Yes |
| status | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| name | text | No |
| items | text | No |
Relationships:
/api/inspectionsCreate new inspection with uploads
/api/inspections/:id/reportGet inspection report data
/api/scanRun AI analysis on uploaded images
No custom checklists
API scans
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 80 | 4% | $48 | $576 |
| Month 6 | 700 | 7% | $735 | $8,820 |
AI spots defects in photos—get reports that hold suppliers accountable.
Demo tool on TikTok/YouTube shorts for manufacturing; email outreach to Shopify manufacturing stores; free scans for reviews in niche Facebook groups.
Physical inspections
Expensive, slow for small batches
Self-serve AI for pennies
Dataset of user-submitted photos trains better AI over time.
AI vision tech maturity + rising defect rates from rushed overseas production.
AI accuracy on diverse parts
Hybrid AI + manual checklists
AI API costs spike
Usage-based pricing tiers
Success: 85% accuracy
Success: 30% repeat users
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