The deficiency is calculated after the taxpayer files their income tax return (ITR). The Income Tax Department assesses the return based on information from various sources, including income disclosures, tax deductions, and other relevant data. This assessment process is fully automated, with no human intervention, ensuring accuracy and transparency.