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Aerospace Articles

In-depth analysis tagged Aerospace — covering PLM history, vendor strategy, and the technical decisions reshaping engineering software.

3 articles

CognaSIM and Cognitive Design Systems: Closing the Design-Simulation-Manufacturing Gap

CognaSIM and Cognitive Design Systems are attacking the same structural problem from different directions: the gap between what engineers design, what simulation validates, and what manufacturing can actually build. The result of that gap — costly late-stage changes, simulation-manufacturing misalignment, and tribal knowledge silos — costs aerospace programs billions per year. Both companies are building AI-driven bridges across it.

· 9 min read

nTop and Neural Concept: Engineering the Next Generation of AI-Driven Product Design

nTop and Neural Concept are both solving the same engineering design bottleneck — the gap between what engineers can imagine and what simulation can evaluate in reasonable time. nTop eliminates the CAD-to-simulation-to-manufacturing loop latency with computational geometry. Neural Concept, backed by $100M from Goldman Sachs, applies deep learning to reduce simulation cycle times by orders of magnitude. Together they represent where AI meets the fundamental physics of design.

· 9 min read

Productive Machines and Manukai: Taking Machining AI from Research Lab to Shop Floor

Productive Machines spent 10 years developing a digital twin for CNC machining processes at the University of Sheffield's Advanced Manufacturing Research Center before commercializing it. Manukai applied frontier AI models — designed for text and reasoning — to CNC machining optimization. Both are solving the same underlying problem: aerospace manufacturers are running on tribal knowledge, and the engineers who hold it are retiring.

· 9 min read