The Engineering and Innovation Reasoning Knowledge Graph (EIRKG-2026) is an open, structured, first-principles engineering knowledge system designed to capture not only what technologies exist, but how engineers reason about problems, tradeoffs, failures, innovations, and complex systems.
Unlike traditional datasets, patent collections, or engineering textbooks, EIRKG explicitly connects technologies, scientific principles, engineering lessons, design tradeoffs, historical failures, innovation transfer patterns, and cross-domain applications into an interconnected knowledge graph that supports both human and artificial intelligence reasoning.
EIRKG seeks to teach the process of engineering thinking as much as engineering facts.
Its long-term objective is to enable humans and AI systems to transfer ideas across domains and solve multidisciplinary engineering challenges.
