Operating from Rock Hill, New York, Méndez Viera utilized the Guardian contract to create a rigid enforcement layer. Unlike traditional AI policies managed by internal corporate oversight, this mechanism ensures that every action, freeze, or rejection is recorded with a written justification. The code, verified on Basescan, governs external actions routed through it rather than the internal reasoning of the models themselves. The project is powered by Hexivision, a platform developed by Hexagon Financial Technologies Holdings under U.S. Patent No. 12,548,029.

Funding for the development originated from Liberty Leaf Inc., a registered defense contractor. By anchoring the constitution at block 51,054,936, the inventor has replaced trust-based governance with verifiable code. Anyone can audit the proceedings without an account, shifting the question of AI ethics from corporate promises to a transparent, unalterable record of history. The system mandates that future constitutional changes occur only through on-chain amendments, ensuring the foundational rules remain as rigid as the software that enforces them.