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Robotics & Autonomy·August 23, 2026·1 min read

Use a digital twin to explore automation before committing capital

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Digital twins are becoming the default preflight for robotics capex—simulation-first lets you de-risk cell design, throughput assumptions, and integration before you pour concrete or sign with a systems integrator. If you’re scoping new automation, insist on a modeled version of the line and treat it as a living asset, not just a sales artifact.