Post-Digital-Twin Era
Industry
World
Models
Beyond simulation. Beyond prediction.
Science-validated AI grounded in physics — engineered to simulate, predict, and autonomously optimize the world's most complex industrial systems across biology, materials science, engineering, and advanced manufacturing.
Market Forecast
$276B
Projected by 2030
Enterprise Base
370K+
Companies in ecosystem
Developer Network
2M+
Physical AI developers
01
Biology
Molecular discovery, drug simulation, computational genomics
02
Materials
Computational materials science, metamaterial design
03
Engineering
Physics-accurate design, autonomous validation
04
Manufacturing
Factory digital twins, production optimization
Industry World Models converge virtual twin technology with accelerated AI infrastructure — establishing physics-grounded, science-validated systems for designing, simulating, and operating complex industrial systems at unprecedented scale.
Defining the convergence — February 2026
Industry World Models/
Physical AI/
$276B Market/
Virtual Twin Architecture/
World Foundation Models/
Autonomous Factories/
Computational Biology/
Science-Validated AI/
Molecular Simulation/
Patient Analog/
Drug Discovery/
Materials Informatics/
Industry World Models/
Physical AI/
$276B Market/
Virtual Twin Architecture/
World Foundation Models/
Autonomous Factories/
Computational Biology/
Science-Validated AI/
Molecular Simulation/
Patient Analog/
Drug Discovery/
Materials Informatics/