Co-innovation AI platform for research institutes, governments and pharmaceutical companies to share expert knowledge and best practices across organizational and IP boundaries. Transforms networked expertise into actionable guidance and continuous workflow improvement, enabling controlled sharing of emergent learnings and workflow patterns for R&D and public health coordination.