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The facility-agnostic AI-SSRF-SP covers the entire large-facility (synchrotron, neutron, x-ray free-electron laser etc.) lifecycle, allowing for an enhanced and multimodal user experience at the SSRF. The SSRF users’ workflow is detailed below, and it is fully accessible to the users after they have logged in to the AI-SSRF-SP.