This session will provide an opportunity for attendees to learn about concrete challenges, technology trends and concrete application scenarios which are driving the FIWARE technical roadmap on robotics and automation technologies. The session will commence with an overview of the FIWARE approach to create and exploit synergies between Digital Twins and AI-driven robotics automation in the context of smart industry solutions for manufacturing, intralogistics, and agriculture sectors. Following that, the presentations will delve into real-world examples, emphasizing the potential benefits and limitations of Digital Twin approaches to smart solution development in concrete robotics contexts. Special emphasis will be put on showing how FIWARE based digital twins and robotics bring value into disruptive solutions for manufacturing execution and operations management, material flow automation, and efficient monitoring and supervision of smart agriculture environments such as green houses and insect farms. The interoperability between FIWARE-based digital twins and OPC UA robots is also a major topic in this session. To conclude, a wrap up presentation will summarize the take away messages, provide some insights into the future direction of this exciting technology, and discuss some relevant opportunities for establishing collaboration projects. Attendees will leave the session with a greater understanding of FIWARE-based Digital Twins in smart industry solutions, how they can be used to improve the performance and efficiency of robotic systems, and some of the most relevant initiatives of the FIWARE community in this domain.