ICMA International · Responsible AI · Jul–Aug 2026
Governing AI Before It Governs the Numbers
A Practical Agenda for Finance Leaders by Dr. Salman Ahmed Khatani, published in the Chartered Management Accountant (CMA) Journal, Vol. 35.4, Jul–Aug 2026, in the Top Technology Trend category.
Publication details
DOI: 10.65969/76-78-MAJ_1373
Pages: 76–78
Keywords: AI Governance · Finance Controls · Risk-Based Oversight · Model Accountability
DOI: 10.65969/76-78-MAJ_1373
Pages: 76–78
Keywords: AI Governance · Finance Controls · Risk-Based Oversight · Model Accountability
Article focus
The article presents AI governance as a finance-leadership responsibility rather than a purely technical issue. It focuses on risk-based oversight, ownership, validation, monitoring, audit trails, approval mechanisms and accountability for AI use in financial decision-making.
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Connected knowledge
This publication strengthens the intersection between Responsible AI, organizational accountability and practical governance. It complements Dr. Khatani's wider work on AI Literacy, Strategic Foresight and future-ready institutions.