Automation-Driven Financial Analytics Frameworks for Regulated Professional Service Organizations

Authors: Thuuyen Le

DOI: https://doi.org/10.37082/IJIRMPS.v14.i1.232976

Short DOI: https://doi.org/hbttx7

Country: United States

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Abstract: Regulated professional service organizations—including law firms, tax resolution practices, accounting firms, and compliance-driven organizations—operate under stringent regulatory, audit, and governance constraints. Despite this complexity, many continue to rely on manual or semi-automated financial reporting processes that introduce error, delay, and decision risk. This paper proposes an original automation-driven financial analytics framework specifically designed for regulated professional service environments. The framework integrates automated data pipelines, embedded compliance controls, governance-aware analytics, and human-centered design principles to transform raw financial data into decision-ready insights. By aligning automation with regulatory requirements and stakeholder usability, the framework enables scalable, accurate, and defensible financial decision-making while preserving organizational trust and compliance.

Keywords: Financial analytics automation; regulated professional services; governance-aware analytics; decision support systems; compliance-driven reporting.

Paper Id: 232976

Published On: 2026-02-12

Published In: Volume 14, Issue 1, January-February 2026

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