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The industry is not saturated. It is inefficient. The problem in architectural concrete is not aesthetics. It’s inefficiency. • Too heavy • Too fragile • Too complex to transport • Too many SKUs These structural weaknesses reduce margin, increase risk and limit scalability. AI is not about shapes. It is about optimisation. AI does not need to generate exotic forms. Its real value lies in: • Reducing structural weight • Lowering embodied carbon • Improving transport efficiency