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<h1>E-Verification Scheme 2021: AI and Machine Learning Transform Tax Verification, Boosting Efficiency and Transparency in Tax Administration.</h1> The e-Verification Scheme, 2021, established by the Central Government under the Income-tax Act, 1961, aims to streamline the verification of tax-related information using technological tools such as artificial intelligence and machine learning. The scheme outlines processes for collecting, verifying, and processing information electronically, ensuring efficient resource allocation through an automated system. It mandates electronic communication between tax authorities and taxpayers, eliminating the need for personal appearances unless requested. The scheme also includes provisions for random allocation of cases, issuance of notices, and a grievance redressal mechanism to enhance transparency and efficiency in tax administration.