An initiative applying digital transformation (DX), machine learning, Digital Twins and cloud-based data management to oil and gas field evaluation, drilling, production and processing facilities to improve development and operating efficiency and strengthen resilience in responding to disruptions. It also includes applications to CCS reservoir simulation and data monitoring.