Real-time dashboards for quality and cost tracking during prototype scaling.
Enterprise manufacturing teams struggle to scale prototypes to high-volume production without quality drops and cost overruns.
ProdScale connects to shop floor sensors and ERP for live monitoring of scaling trials. It flags quality drifts and cost spikes instantly, with alerts and root-cause analysis. Teams maintain standards while ramping volume efficiently.
Teams in enterprise manufacturing responsible for prototype development and production scaling
Live IoT/ERP integration focused on scale-phase monitoring, not full factory ops.
friendly
Connect ERP, sensors, and spreadsheets for live data.
Monitor quality metrics and costs in real-time.
Custom thresholds trigger emails/Slack alerts.
Charts for quality/cost over scale volumes.
Correlate issues to variables like speed/temp.
Compare against industry averages.
PDF/CSV exports for reports.
Responsive dashboard for shop floor.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| org_id | uuid | No |
| name | text | No |
| metrics_config | jsonb | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| dashboard_id | uuid | No |
| timestamp | timestamp | No |
| metrics | jsonb | No |
Relationships:
/api/integrationsAdd data source
/api/dashboards/:id/dataIngest live data
/api/alertsFetch active alerts
1k data points/mo
10k data/mo
None
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 90 | 1% | $26 | $312 |
| Month 6 | 600 | 2.5% | $375 | $4,500 |
Live monitoring for seamless prototype scaling.
Target factory managers via LinkedIn ads ($100 budget); offer setup help for first signups; connect with IoT sensor vendors for referrals.
Shop floor apps
Not scale-specific
Targeted to prototype ramp-up phase
Data moat from aggregated scale metrics for benchmarks.
IoT adoption surging; enterprises digitizing for resilience.
Integration complexity
Start with CSV/ERP APIs
Success: 3 pilots interested
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