phase, documenting a broader portfolio across commerce, AI infrastructure, security, data systems, evaluation frameworks, and research-oriented technology. MZN is currently entering Phase 3: international validation, legal/IP review, technical assessment, product rebuilds, pilots, partnerships, and commercialization. The company has been bootstrapped and founder-funded to date, with no external equity funding raised. Phase 3 may include partnerships, pilots, licensing, strategic collaboration, or selected financing after appropriate legal, IP, technical, and commercial review.