INSIDEWARE Information

INSIDEᘺᗩᖇᗴ is an R&D center dedicated to reasoning infrastructures for decision-making systems. Organizations have industrialized their data and models. The reasoning behind decisions often remains implicit, scattered, and difficult to govern. This situation leads to: • growing dependence on statistical models • high computing costs • difficulty in explaining and tracing decisions • increased complexity of decision-making systems INSIDEᘺᗩᖇᗴ is developing an engineering approach to reasoning that aims to make decision-making mechanisms explicit, structure rules, and coherently articulate models, data, and business logic. The goal is to enable: • Explainable and traceable decisions • Better governance of AI systems • Reduced computational and energy costs • The creation of sustainable cognitive capital within organizations INSIDEᘺᗩᖇᗴ works in industrial, technical, and regulated environments where the robustness, accuracy, and sustainability of decision-making systems are major challenges.