Automated allocation optimizes case assignment in the e-assessment scheme under the income tax framework for resource efficiency. The Scheme defines key terms for the e-assessment framework, linking undefined expressions to the Income-tax Act, and characterises automated allocation as an algorithmic, randomized case-assignment mechanism using technological tools, including artificial intelligence and machine learning, to optimise resource use in distribution of e-assessment cases.