AI-driven product manufacturing costs in minutes
Upload a product specifications and get cost breakdowns instantly. Make better decisions
with estimates validated against real manufacturing data.
Avoid expensive mistakes early.
Identify cost red flags anywhere in the design process—even from a sketch.
Save time with rapid iterations.
Test changes in seconds, not days. Get a brand-new estimate minutes, or add feedback.
See how design decisions affect cost.
Compare the impacts of materials, geometry, quantities, and more.
FOR LARGER ORGANIZATIONS
Cost estimates built for enterprise teams
Tailored for large organizations, the enterprise version streamlines cost planning,
collaboration, and data integration.
collaboration, and data integration.
Your data stays yours
Product designs, BOMs, and pricing data are never used to train models or shared across accounts. Strict tenant isolation ensures your competitive intelligence remains exactly that.
Enterprise-grade security compliance
High-level enterprise compliance, including independent audits.
Private deployment
Private deployment options are available for teams with strict data sovereignty requirements.
How it works
1
Input your product
- Upload images
- Add optional 3D models and supporting documents – specs, BOMs, and more
- Connect data sources – optional
2
AI analyzes product and determines key cost drivers
- Analyses manufacturing context to refine bill of materials
- Cross-references components with technical standards
- Defines construction methods
3
Review cost drivers and provide feedback
- Experts on your team can provide feedback or adjust any step of the estimation process
4
Agentic AI creates a step-by-step estimation plan
- AI determines a step-by-step plan to get the best estimate
- Adjusts and reruns from any step with human feedback
5
Receive a detailed cost report
- Manufacturing cost per unit with category breakdowns
- Itemized cost by component
- Environmental impact – carbon footprint by material and process
6
Optimize and iterate with scenario planning
- AI identifies value engineering opportunities
- Recommends cost optimization approaches
- Use scenario planning tools to test how changes impact costs and save for reference
Try for yourself
Built-in industry knowledge models
Generic AI doesn't know that ceramic firing has a 5-15% breakage rate, or that footwear
outsole tooling amortizes differently at 10K vs 100K pairs. Our Skills engine does.
outsole tooling amortizes differently at 10K vs 100K pairs. Our Skills engine does.
Apparel
Automotive
ConsumerElectronics
Consumer Goods
Electronics Manufacturing
Furniture
Jewelry
Medical & Healthcare
Sporting Goods
+ More
Measurable return on investment from day one
Faster estimates mean faster quotes, shorter sales cycles, and better margin control.
“Saves close to 70% of the time for my team and aims to increase revenue 65%”
– VP Product
“Helps us move faster and makes products less expensive to manufacture”
– Director of Design
“Increases estimate volume by $100M and 10% conversion rate aims to increase revenue by $10M”
– COO of NAC
“Gives our design team better guidance upfront”
– Director of Design
Enterprise security & compliance
Built for teams that can't afford to get security wrong
Your data stays yours
Product designs, BOMs, and pricing data are never used to train models or shared across accounts. Strict tenant isolation ensures your competitive intelligence remains exactly that.
Enterprise-grade security compliance
High-level enterprise compliance, including independent audits.
Private deployment
Private deployment options are available for teams with strict data sovereignty requirements.