| CPC H04L 63/105 (2013.01) | 20 Claims |

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1. A computer-implemented method comprising:
obtaining, by a computing system comprising one or more computing devices, cloud architecture information descriptive of a proposed cloud architecture, comprising:
user response information comprising information indicative of cloud architecture requirements for the proposed cloud architecture to fulfill; and
component selection information indicative of a plurality of cloud components that meet cloud architecture requirements for the proposed cloud architecture;
processing, by the computing system, the cloud architecture information with a plurality of agentic orchestration models to obtain a role output comprising security control information indicative of a plurality of security controls selected for the proposed cloud architecture, wherein each of the plurality of agentic orchestration models comprises a machine-learned model prompted to fulfill a corresponding cloud architecting role of a plurality of cloud architecting roles, and wherein the role output is associated with a cloud security role of the plurality of cloud architecting roles; and
based on the security control information, providing, by the computing system, information indicative of the plurality of security controls selected for the proposed cloud architecture to a user device associated with the user response information.
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