Welcome to SIMILLA
AI for Advanced Materials and Sustainable Innovation
We don't start from AI.
We start from reality.
SIMILLA builds domain-driven AI platforms grounded in real processes and applications
Application-first
Built around real challenges in application domains, transforming complex industrial contexts into actionable solutions for sustainable innovation.
Models & Synthetic Data
Advanced models and synthetic data generation.
AI as Decision Intelligence
AI to support decision-making, workflow automation, and autonomous systems, for real-world impact.
We accelerate sustainable innovation by digitally mirroring reality.
From materials to industrial systems
Integrated digital frameworks across scales
ADVANCED MATERIALS DESIGN
STRUCTURE-PROCESS-PROPERTY INTELLIGENCE
Multiscale modelling – Hybrid physics-AI – Autonomous discovery
PROCESS & MANUFACTURING
DIGITAL ENGINEERING OF MATERIALS AND PRODUCTION ENVIRONMENTS
FEM/CFD – Process digital twins – Optimization workflows
SUSTAINABLE INNOVATION FRAMEWORKS
LIFECYCLE-EMBEDDED DIGITAL DESIGN
Safe & Sustainable by Design – LCA integration – Circularity metrics
CROSS-SECTOR APPLICATIONS
APPLICATION-DRIVEN DIGITAL ECOSYSTEMS
Advanced manufacturing – Energy – Health – ICT – Agri-food