Real-time production monitoring to catch quality fails early.
Solo operators outsourcing manufacturing get perfect samples but face devastating quality failures in full production runs that fail inspections.
RunShield provides daily checkpoint apps for vendors during production, with photo verification and instant flags for deviations. Solo makers get dashboards to oversee multiple runs remotely, intervene early, and ensure inspection passes. Integrates vendor updates with AI anomaly detection on photos.
Solo entrepreneurs and one-person operations launching physical products via outsourced manufacturing
Vendor-facing mobile checklists with AI photo analysis, invisible to makers until flags trigger.
professional
Vendor submits daily photos/status via simple app.
Flags defects by comparing to sample images.
Live view of all runs with alerts.
Direct messaging for issues.
Generate compliance reports for customs/inspections.
Monitor multiple identical runs at once.
Predict failures based on early data.
Self-serve access for repeat vendors.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| role | text | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| vendor_id | uuid | Yes |
| status | text | No |
| sample_url | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| run_id | uuid | No |
| day | int | No |
| photos | text | Yes |
| passed | bool | No |
| timestamp | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| name | text | Yes |
Relationships:
/api/runsCreate new run
/api/checkpoints/submitVendor submits checkpoint
/api/runs/:id/dashboardGet run status
/api/alertsFetch user alerts
No AI, 7-day runs only
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 80 | 4% | $80 | $960 |
| Month 6 | 400 | 12% | $1,200 | $14,400 |
Remote oversight with AI-powered photo checks—no more inspection shocks.
Email 100 Alibaba users from solo maker forums who've posted about fails. Offer free Pro trial for one run. Record case studies from their first use.
Large directory
No run monitoring
Active oversight during production
Data moat from checkpoint photos training AI over time.
Remote work + global supply chains make oversight critical for solos.
AI photo accuracy varies
Human override + iterative training
Vendor resistance to daily checks
Make it 2-min simple, incentives for top vendors
AI compute costs
Tiered usage, optimize models
Success: 12 interested in beta
Success: 100% early issue detection
Success: 10% convert
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