| CPC H04L 41/0813 (2013.01) [H04L 67/10 (2013.01)] | 20 Claims |

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1. A computer-implemented method comprising:
obtaining, by a computing system comprising one or more processor devices, user response information comprising information indicative of cloud architecture requirements for a cloud architecture to fulfill;
based on the user response information, using, by the computing system, a plurality of agentic orchestration models to generate a respective plurality of role outputs, each of the plurality of agentic orchestration models comprising a machine-learned language model prompted to fulfill a corresponding cloud architecting role of a plurality of cloud architecting roles, wherein one of the plurality of role outputs is indicative of a plurality of proposed generic component placeholders for components necessary to meet the cloud architecture requirements; and
based on the plurality of role outputs, generating, by the computing system, a proposed architecture output comprising a visual representation of the proposed generic component placeholders.
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