Downloadable software and developer toolkits (SDKs and APIs) for building modular generative systems and orchestrating intelligent operations across protected, layered architectures; software for secure data tagging, clean data processing, permissioned feedback, and fallback handling; downloadable orchestration engines and runtime frameworks for extensible AI deployment across creative, industrial, healthcare, transportation, energy, oil and gas, government, and financial applications in clou...