custom manufacturing
made
effortless.

Matterize is an AI manufacturing cost intelligence platform for automotive OEMs and Tier 1 suppliers. Upload a 3D CAD model and get a should-cost breakdown, the optimal manufacturing process plan, and a carbon (CO₂) estimate in minutes.

Manufacturing processes
50+

Manufacturing processes

Materials
200+

Materials modeled

Time to a should-cost estimate
2 mins

CAD to should-cost

Save money like your best negotiator
- on every part, instantly.

Matterize computes an objective should-cost from the geometry, pinpoints where the supplier's price runs high, and tells your team exactly what to challenge - so every buyer negotiates like your sharpest one.

Matterize turns a supplier quote into negotiated savings: it computes an objective should-cost, exposes the cost drivers behind the quote, and recommends the negotiation actions that capture savings.
₹2,160
Supplier quote
Supplier-defined pricing
Matterize

Matterize analysis

Objective should-cost ₹1,790

AI cost & manufacturing intelligence

Material variance+₹180Cycle time+₹126Overhead+₹64

Negotiation guidance

  • Re-quote cycle time against simulated benchmark
  • Validate material grade and scrap assumptions
  • Renegotiate overhead and margin structure
  • Shift to a lower-cost qualified supplier region
  • Apply AI-recommended DFM changes
-₹260 · 12%
₹1,900
Negotiated outcome
Savings captured faster

From CAD to cost, carbon and process plan - in minutes

Matterize replaces weeks of manual cost engineering with an AI pipeline. Upload one 3D CAD model and the platform analyzes the geometry, selects the optimal manufacturing process, and returns a full should-cost breakdown and carbon estimate you can act on immediately.

  1. 1

    Upload 3D CAD

    Drop in a STEP file. Matterize reads the geometry automatically - no manual feature tagging.

  2. 2

    AI process planning

    The AI selects the optimal manufacturing process and routing across 50+ options - stamping, casting, injection molding, forging and CNC.

  3. 3

    Should-cost engine

    A line-item breakdown of material, machine time, labor, tooling and overhead, benchmarked against real-time material prices.

  4. 4

    Carbon estimate

    Embodied CO₂ per part is calculated alongside cost, so you can trade off price and emissions in one view.

  5. 5

    Optimize & source

    Act on DFM manufacturability feedback and export a supplier-ready quote package to negotiate with confidence.

One input. Every manufacturing insight.

A single CAD upload fans out into the decisions engineering and procurement teams actually need - cost, carbon, the best process, and design-for-manufacturability guidance.

3D CAD model

One STEP file.

Matterize AI Engine

Manufacturing AI

Geometry analysis, process planning, cost and carbon modeling.

Should-cost breakdown

Material, labor, machine, tooling and overheads.

Carbon (CO₂) estimate

Embodied emissions reported next to cost.

Optimal process plan

Best process and routing across 50+ options.

Tooling design & DFM

Generative gating and runners from simulation, plus DFM checks.

Intelligent Production Engine

R&D engineers and procurement teams achieve lower costs, faster turnaround times, and higher-quality outcomes with Matterize, streamlining every stage of the manufacturing planning.

Manufacturing AI Infrastructure

Whether you're developing new products or sourcing custom components at scale, the biggest bottleneck lies in selecting the optimal process flow and securing the right vendors.

End-to-End Optimization

Adapt best-in-class design and cost optimization processes for new product development from an expansive library of over 50+ manufacturing processes and 200+ materials, delivered for specific industries.

Cost Breakdown

Optimize production cost planning with detailed cost breakdown for every process flow step, based on equipment availability and real-time raw material data.

Process & Supplier Selection

Determine the optimal process flow and supplier based on part geometry and application requirements, maximizing manufacturability, cost efficiency and supplier performance.

Manufacturing processes Matterize models

AI should-cost and design-for-manufacturability analysis across 50+ manufacturing processes and 200+ materials. Core processes include:

  • Sheet metal stamping
  • Die casting
  • Sand casting
  • Investment casting
  • Welding
  • Injection molding
  • Forging
  • CNC machining

Explore the Should-Costing or all manufacturing processes we model.

Frequently asked questions

What is Matterize?

Matterize is an AI manufacturing cost intelligence platform for automotive OEMs and Tier 1 suppliers. It generates a should-cost breakdown, the optimal manufacturing process plan, and a carbon estimate from a 3D CAD model in minutes.

How does Matterize estimate manufacturing cost from CAD?

Matterize analyzes the geometry of an uploaded 3D CAD model, selects the optimal manufacturing process, and calculates a line-item should-cost - material, machine time, labor, tooling and overhead - using real-time material pricing.

Which manufacturing processes does Matterize support?

Matterize models 50+ processes including sheet metal stamping, die casting, sand casting, investment casting, forging, injection molding, welding and CNC machining, across 200+ materials spanning metals, polymers and composites.

Does Matterize calculate carbon emissions?

Yes. Matterize estimates embodied CO₂ per part alongside cost, letting engineers and procurement teams trade off price and emissions in a single view.

Who uses Matterize?

Automotive OEMs, Tier 1 suppliers, R&D and new product development engineers, and procurement teams use Matterize for should-cost analysis, design-to-cost and supplier negotiation.

How is Matterize different from legacy cost-estimation tools?

Matterize is AI-native: it unifies cost and carbon in one model, generates and re-costs design-for-manufacturability changes automatically, and deploys in days rather than the long configuration cycles legacy enterprise tools require.

Future of manufacturing

starts here.