Providing the ability to OPTIMIZE across the entire asset lifecycle, this modular, AI-based software portfolio provides performance engineering tools to design and build world class facilities. Manufacturing and supply chain tools maximize operational performance, while asset performance management tools extract the greatest ROI from equipment and facilities. Industrial software capabilities include: capital estimation, facility modeling, economic analysis, reservoir modeling, planning and scheduling, process and dynamic simulation, process knowledge management, supply chain management, process and energy analytics, management execution, electricity grid management, operations and asset performance management and digital twin.