Predict and optimize prototype scaling to production without quality loss or overruns.
Enterprise manufacturing teams struggle to scale prototypes to high-volume production without quality drops and cost overruns.
ProtoRamp uses AI simulations to model how prototypes perform at high volumes, identifying issues early. Teams upload CAD files and specs, run scenarios, and get actionable reports on quality risks and costs. It bridges prototype dev and production scaling seamlessly for enterprise manufacturing.
Teams in enterprise manufacturing responsible for prototype development and production scaling
AI-driven predictive simulations tailored specifically for manufacturing scale-up, unlike generic PLM tools.
professional
Upload CAD/STP files and material specs for analysis.
Run AI simulations for volume scaling with quality and cost predictions.
Generate detailed reports on potential failures, tolerances, and cost overruns.
Compare multiple scaling scenarios side-by-side.
Share simulations and reports within teams.
Analyze past projects for trends.
Build and save custom material databases.
Connect to CAD tools like SolidWorks.
User-specific model fine-tuning.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| name | text | Yes |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
| plan | text | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| org_id | uuid | No |
| name | text | No |
| file_url | text | No |
| specs | jsonb | Yes |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| prototype_id | uuid | No |
| volume | int | No |
| results | jsonb | Yes |
| status | text | No |
Relationships:
/api/prototypesUpload new prototype
/api/simulationsRun simulation
/api/simulations/:idGet simulation results
/api/organizationsList user organizations
/api/usersInvite team member
5 simulations/month
50 simulations/month
None
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 80 | 1.25% | $29 | $348 |
| Month 6 | 500 | 3% | $450 | $5,400 |
AI simulations predict quality drops and cost overruns before they happen.
Reach out to LinkedIn groups for manufacturing engineers and prototype teams; offer free Enterprise trials to 10 mid-size firms via cold DMs; leverage personal network in manufacturing for intros.
Full CAD suite
No focused scale prediction
Affordable, SaaS-specific for scaling simulations
Aggregated simulation data creates proprietary ML models improving accuracy over time.
Post-pandemic supply chains demand faster, reliable scaling; AI compute costs dropping enables accurate simulations.
AI simulation accuracy issues
Use validated open-source models + user feedback loops
Slow enterprise adoption
Free tier + case studies
Success: 5 express interest in MVP
Success: 80% retention after 1 sim
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