Accelerating Battery Pack Design with
Generative Modeling &
Real-Time Simulation

Can you do this?

Yes, of course!

Request For Informations (RFI)
Request For Quotations (RFQ)
Manufacturability

Thinker

Generative design combine with
real time simulation (FEA and CFD)

GoKart

Proof of Concept
GoKart

44 parts auto-generated via Builder v1 with Fusion 360
No human intervention on the CAD
2 battery packs → delivered in 6 weeks

Framework Builder

Builder

CFD and Top-Op in the loop

Pipeline

Facing the Challenges

When Build vs Buy Software?
When do reusable code vs one-off?

Shift

Invest in early testing
Build a product, not a project

Key principles for accelerating battery innovation

Be Bold

Build the right team, modular and reusable systems.
Treat the design process as a product.
Shift-left thinking → faster batteries, faster transition.

Generative Simulation-driven design transforms
bottlenecks into accelerators