[Paper Review] Exploring the Impact of Blockchain, AI, and ML on Financial Accounting Efficiency and Transformation

Vijaya Kanaparthi|arXiv (Cornell University)|Jan 28, 2024

Impact of AI and Big Data on Business and Society8 citations

TL;DR

The paper evaluates how blockchain, AI, and ML can transform financial accounting, highlighting potential efficiency gains, cost reductions, real-time reporting, and faster auditing.

ABSTRACT

Continuous innovations profoundly impact the financial and commercial domains, reshaping conventional business practices. Among the disruptive forces, Artificial Intelligence (AI), Machine Learning (ML), and blockchain technology stand out prominently. This study aims to evaluate the integration of blockchain, AI, and ML within financial accounting practices. It suggests a potential revolutionary impact on financial accounting through the adoption of blockchain technology and ML, promising reduced accounting expenses, heightened precision, real-time financial reporting capabilities, and expeditious auditing processes. AI's role in automating repetitive financial accounting tasks assists organizations in circumventing the need for additional staff, thereby minimizing associated costs. Consequently, to bolster efficiency, businesses are increasingly embracing blockchain technology and AI applications in their financial accounting operations.

Motivation & Objective

• Assess the potential impact of blockchain technology on financial accounting practices.
• Evaluate how AI and ML automate repetitive accounting tasks to reduce staffing and costs.
• Discuss how real-time reporting and faster auditing may be achieved through these technologies.
• Argue that adoption of blockchain and AI applications can enhance financial accounting efficiency.

Proposed method

• Conceptual evaluation of blockchain, AI, and ML in financial accounting contexts.
• Discussion of automation of repetitive accounting tasks by AI/ML to reduce labor costs.
• Argumentation linking blockchain-enabled transparency with real-time reporting capabilities.

Experimental results

Research questions

• RQ1 What is the potential impact of blockchain technology on financial accounting efficiency and transformation?
• RQ2 How can AI and ML automate routine financial accounting tasks to reduce staffing needs and costs?
• RQ3 In what ways can blockchain and AI applications enable real-time financial reporting and faster auditing?

Key findings

• Blockchain and ML adoption is associated with reduced accounting expenses and increased precision.
• AI automates repetitive financial tasks, potentially reducing the need for additional staff.
• Blockchain-enabled processes can support real-time financial reporting and more expeditious auditing.