virtual AI engineers for requirements, simulation, compliance and product management, embedded into existing simulation and requirements management tools. These agents use a proprietary tacit knowledge learning layer and an engineering-focused benchmarking rubric to capture internal know-how and evaluate model outputs as if they were human engineers. Aigineers serves organizations that need to manage complex system modeling, regulatory analysis and early-stage trade-off studies within their current software environments. The company combines engineering domain expertise with generative AI to support faster, more structured decision-making in technical product development.