Agentically-orchestrated foundational models for cloud architecture development: US 12463867 B1

User response information is obtained comprising information indicative of cloud architecture requirements for a cloud architecture to fulfill. Based on the user response information, a plurality of agentic orchestration models are used 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. Based on the plurality of role outputs, a proposed architecture output is generated comprising a visual representation of the proposed generic component placeholders.