coding, interact conversationally with AI agents, and generate spec sheets, patent drafts, and production roadmaps. Digital experiments and scenario simulations support decision-making across R&D and manufacturing processes. The system integrates with existing databases and tools, applying encryption and secure API connections to protect data confidentiality.