Structure first, autonomy second AI in Space: Why structure matters more than autonomy

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AI has reached space, but autonomy isn’t the main goal; verifiable, auditable outcomes are. In this article, Arian van Hülsen explains why structure, data consistency, and governance are essential. He outlines an Advise–Assist–Automate path for mission‑ready adoption.

Artificial intelligence has arrived in space, from analysing vast volumes of test data to making sense of telemetry. At the same time, pressure is growing to deliver programmes faster while remaining uncompromisingly reliable. This is where a misunderstanding often arises. The key question is not how quickly maximum autonomy can be achieved. In safety critical space programmes, the real question is how AI can be used so that outcomes remain traceable, verifiable and ultimately certifiable.