The Use of Emerging Technologies in Out of Court Dispute Management Procedures: International Legal Approach and Regulatory Challenges
Keywords:
Advanced analytics, Artificial Intelligence, tax administration, Digitisation, Digital transformation, algorithmic governanceAbstract
This article presents a study that examines the self-declared deployment of advanced analytics (AA) and artificial intelligence (AI) across thirteen tax administrations in Latin America and the Caribbean (LAC), incorporating Spain as an external comparative benchmark. Using self-reported information from the Organisation for Economic Co-operation and Development’s (OECD) Inventory of Tax Technology Initiatives (ITTI), the study conducts a cross-sectional descriptive-comparative analysis of analytical infrastructure, specific technologies, functional use cases, and mechanisms of algorithmic governance. The findings show a regional consolidation of data infrastructure, a selective adoption of AI concentrated in risk and compliance-control functions, and a partial formalisation of ethical and technical oversight mechanisms. Overall, the results empirically distinguish between data digitalisation and institutional algorithmic maturity, revealing structural heterogeneity in the region’s self-declared AI deployment.
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