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Algorithmic Accountability and Faceless Tax Administration in Pakistan.

Algorithmic Accountability and Faceless Tax Administration in Pakistan.

Pakistan’s tax management is shifting from manual analysis to algorithms. The Inland Revenue Information System (IRIS) of the Federal Board of Revenue (FBR), created by Pakistan Revenue Automation Limited (PRAL), has transformed from being just a filing portal. Under the new Finance Act of 2026, tax jurisdictions can be assigned to individuals based on algorithms created by the Board, without needing to know the officer’s name, and allowing for the resolution of tax disputes through a generated system offer in just ten days. The statement above argues that Pakistan audits its taxpayers but does not audit the algorithms that select them. Existing remedies, including appeals, the Federal Tax Ombudsman and constitutional petitions, test the decision and not the system behind it. Drawing on the EU’s GDPR and AI Act, the SCHUFA judgment, the Dutch childcare benefits scandal and Indian faceless assessment case law, the article proposes a model of auditable faceless administration built on human responsibility, independent audit, explainability and effective redress.

Keywords: algorithmic accountability, automated decision-making, IRIS, PRAL, faceless assessment, explainability.

In Pakistan, the taxpayer once dealt with a tax office and a tax officer. Today he deals with a screen. FBR launched IRIS 2.0 in July 2023 as a system developed by PRAL, admitting that earlier versions faced performance problems and needed costly hardware at peak loads.[i][1] IRIS is now becoming more than a filing portal. On 28 August 2026 the Prime Minister was told that international consultants had been hired to design IRIS 3.0, with plans to pilot auto-taxation and later use artificial intelligence and machine learning.[2] The World Bank project funding FBR’s modernisation had already expected data mining tools to identify non-compliant taxpayers.[3] If software only helps a person file a form, the concern is efficiency. If it helps decide who will be audited, the concern becomes administrative justice.

2. PRAL and the Question of Responsibility

PRAL is a private limited company fully owned by FBR. Taxpayers file returns and pay taxes through its system, which holds the record of all tax transactions.[4] In August 2025 the Prime Minister reportedly ordered PRAL’s abolition within six months.[4] PRAL was not abolished. In August 2026 he was briefed on its restructuring and new senior appointments.[2] FBR has also attached Inland Revenue officers to PRAL as domain officers with direct access to its data.[5] The line between the tax authority and its technology provider is becoming thin. The legal question is who answers in law when a PRAL-run system contributes to a decision against a taxpayer. It cannot be the software. An algorithm does not become a legal decision-maker because officers rely on it.

3. From Digital Filing to Algorithmic Administration

Audit selection in Pakistan is already automated. FBR moved from random ballot to a Risk Based Audit Management System, and now to a Compliance Risk Management (CRM) System. FBR calls CRM selection a “transparent, discretion free and automated process”.[6] Automation is not transparency. A process can be free of an officer’s discretion and still be closed to the taxpayer. What data is used? How is risk calculated? How often is the system wrong? Who reviews the system itself? Pakistan has........

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