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The shift
For thirty years, software watched the physical world from a distance. For ten years, AI happened on a screen — text, images, code, chat. In 2026, AI moves into the world itself. Six convergent forces — physical AI, spatial intelligence, sovereign-AI mandates, vertical specialisation, agentic production, energy-constrained compute — define the moment. Ipnops is the AI-native company built for it.