Siemens Industry Software (SISW) is an engineering innovation partner for companies in
the automotive, aerospace, and advanced manufacturing industries. With a unique
combination of simulation software, testing systems, and engineering services, SISW
delivers innovative solutions in system dynamics, safety, industrial AI, control engineering,
and design optimization. As part of its strategic R&D activities, SISW is expanding its
portfolio of AI-driven engineering solutions to support next-generation validation,
simulation, and digital engineering workflows, helping customers improve development
efficiency, product quality, and innovation speed.
Role in GRAIL
Siemens Industry Software (SISW) leads the Simulation & Predictive World Models pillar of
GRAIL, supporting in the development of a high-fidelity generative simulation platform that
serves as the virtual training and validation backbone for the project’s foundational robotics
models. Leveraging its Simcenter expertise in physics-aware, AI-augmented simulation,
Siemens drives the Sim2Real transfer pipeline – bridging virtual training environments and
physical robotic deployment while developing ultra-fast executable Digital Twins for real-time
robot decision-making. Siemens further contributes its sovereign AI capabilities to support
scalable, data-efficient training across the consortium’s industrial use cases.













