Duoverse has been selected among the "100 Startups to Invest in 2026" by the French magazine Challenges, highlighting the company's innovative approach to combining artificial intelligence and scientific simulation. 

The article focuses on the growing need for digital tools capable of helping cities and industries respond to climate change, environmental risks and increasingly complex infrastructures. Urban planners and infrastructure operators require accurate predictions to support decision-making, but conventional simulation methods often remain too slow for operational use. 

Duoverse addresses this challenge through hybrid digital twins that combine physics-based modelling with artificial intelligence. These models enable high-resolution simulations to be performed in near real time, allowing users to evaluate scenarios, anticipate risks and optimize infrastructure before decisions are implemented. 

The recognition by Challenges reflects the increasing importance of hybrid AI technologies capable of delivering both computational efficiency and scientific reliability. It also confirms Duoverse's ambition to develop practical digital tools that contribute to more resilient cities and sustainable industrial systems.