Twynetic builds an engineering intelligence platform that orchestrates workflows across engineering and manufacturing. It creates and integrates digital-twin models by combining established simulation solvers, physics-aware machine-learning surrogate models, real-time visualisation, and an agentic AI framework covering geometry processing, solver execution, experiment planning, result correlation and validation. Applications span aerospace, satellite and space systems, wind tunnel test correlation, and medical imaging data workflows.