February 10, 2026

NeuralMould: Our First Digital Engineer for Injection Moulding

Seconds vs Hours

Injection moulding teams need faster iteration loops. NeuralMould compresses solver cycles into seconds.
NeuralMould is an AI model that allows engineers to iterate in seconds based on physics feedback, rather than waiting for the full exhaustive traditional simulation cycle. NeuralMould lets engineers choose geometries, select materials, and place injection gates arbitrarily to test scenarios in real time, optimize process KPIs, and avoid frozen flow fronts.

In partnership with SIMCON

Trained on over a million transient trajectories across thousands of materials, NeuralMould matches traditional solvers on filling behaviour with a fraction of the computation time. To build NeuralMould, Emmi AI partnered with SIMCON, a global leader in injection moulding CAE.

“Working with the Emmi team has been fantastic. AI is changing how engineers iterate on designs, and Emmi AI pairs deep technical credibility with a rare ability to move fast. We loved collaborating to bring it into real engineering workflows in injection molding.”

— Dr. Bastiaan Oud, CEO, SIMCON

Watch a walkthrough

Quercus Hernandez, Senior Research Engineer and one of the team members who built NeuralMould, takes a look inside the demo and shows what “in seconds instead of hours” actually looks like.

Resources

Discover NeuralMould, our first digital engineer:

https://www.emmi.ai/models/neuralmould

Explore NeuralMould

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