This paper examines the economic, investment, and management dimensions of prospective international technology initiatives discussed within the activities of AEROVERTA ROBOTICS SAS at AIM 2026 (Artificial Intelligence Marseille), held on 24–25 September 2026 in Marseille, France. The analysis focuses on two initiatives: AEROVERTA REE, which envisages an autonomous modular system for the exploration, extraction, and processing of rare earth elements, and the Biological Remediation and Robotic Restoration Project, which integrates biotechnology, robotic systems, and digital monitoring for the restoration of contaminated areas. A key conceptual premise is the transition from isolated technological solutions toward an integrated adaptive system based on the continuous cycle “Observe – Measure – Diagnose – Understand – Decide – Act – Restore.” Within this framework, artificial intelligence, digital technologies, robotics, biotechnology, sensors, UAVs, laboratory analysis, digital twins, and continuous monitoring are considered complementary elements of a data-driven decision-making and management architecture. The paper highlights the importance of economic models, investment assessment, resource efficiency, technological risk management, environmental responsibility, and scalability in the development of such initiatives. It also considers professional discussions and B2B interactions at AIM 2026 as a basis for further international cooperation and technology-oriented partnerships. The analysis demonstrates the potential of an interdisciplinary approach that connects economics, public management, artificial intelligence, robotics, biotechnology, and environmental restoration, while creating opportunities for the involvement of academic expertise from the National University of Food Technologies and Zhytomyr Polytechnic State University in international innovation and research cooperation.