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Introduction: Faceless assessment procedure explained. For decades, receiving a scrutiny notice from the Income Tax Department meant repeated visits to the tax office, face-to-face interactions with the Assessing Officer (AO), and a process often clouded by subjectivity and, unfortunately, sometimes allegations of harassment or corruption. The introduction of the Faceless Assessment Scheme marked a paradigm…