Why we win in automated engineering review Proprietary Training Data Extremely difficult to replicate Decades of EPC data from family-owned group JVs with Technip Energies, Maire Tecnimont Tens of thousands of complete project packages from Kazakhstan National Permit Authority Multi-jurisdiction compliance data Domain-Specific Foundational Models No general AI can match Custom models trained on engineering drawings, specs, codes Unified understanding of visual and textual information Multimodal reasoning across drawings, specs, calculations Government Mandate = Regulatory Moat Creates defensible position Kazakhstan requires on-premise, near zero-hallucination AI Enterprise-grade capabilities competitors can't match Template for government contracts worldwide

Six key differentiators that set us apart from all competitors Drawing + Document Intelligence - Multimodal understanding across full project packages Compliance Knowledge - Dynamic AI engine with 100s of global code systems (API, ASME, IEC, SNRK and etc) Domain-Specific Foundation Models - Trained on proprietary EPC and government data Government-Grade On-Prem - On-premise, near-zero hallucination End-to-End Automation - Full lifecycle: completeness, multi-discipline, compliance, report Real Regulatory Validation - Live nationwide deployment (Kazakhstan permit system) While others solve fragments — either drawing interpretation, document search, or design collaboration — Armeta unifies all of them into a single AI platform that performs full regulatory review. Our live national deployment proves what others can only prototype.