As a response to recommendations from the “Energy Open Data Ecosystem, Policy Scenario Models & Tools” workshop series organized by KAPSARC since 2018, IEF and KAPSARC have jointly examined KAPSARC data and modeling resources to improve energy balance compilation with Saudi Arabia as a case study. The project successfully identified key opportunities and challenges in improving existing energy balances compiled by reputable international organizations.