2025, Vol. 6, Special Issue 3
The future of finance: How real-time data and predictive analytics are transforming investment accounting
Author(s): Ganesh Ingwale and Monika Jogdand
Abstract:
In today's financial landscape, where data is as valuable as currency itself, the role of technology in shaping investment accounting is more critical than ever. Real-time data and predictive analytics are no longer optional enhancements they’re becoming foundational to how financial institutions operate and make decisions. This paper explores how these innovations are not just improving efficiency but fundamentally changing the way we approach investment accounting. From producing instant, accurate financial reports to estimating fair value and assessing risk in real-time, data-driven systems are closing the gap between financial events and their accounting representation.
At the same time, predictive analytics powered by machine learning, historical patterns, and behavioral insights offers a forward-looking lens into market trends, investment risk, and portfolio dynamics. By focusing on three key areas automation of accounting tasks, transformation of risk management strategies, and more strategic decision-making we aim to understand both the benefits and the limitations of this shift. Case studies like BlackRock’s Aladdin platform and JPMorgan’s COiN system highlight how leading firms are already embracing these tools to move from reactive to proactive financial practices.
However, as these systems become more advanced, questions about their reliability, ethical use, and regulatory alignment become increasingly important. Challenges such as data bias, overfitting in models, and cybersecurity threats must be acknowledged and addressed. While the foundational principles of accounting remain unchanged, this paper argues that their execution is evolving rapidly. In this new environment, accountants are no longer just record-keepers they are becoming interpreters of data, blending technical expertise with strategic insight to guide financial decisions.
DOI: 10.22271/27084515.2025.v6.i3Sa.819
Pages: 187-189 | Views: 91 | Downloads: 25
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How to cite this article:
Ganesh Ingwale, Monika Jogdand. The future of finance: How real-time data and predictive analytics are transforming investment accounting . Asian J Manage Commerce 2025;6(3S):187-189. DOI: 10.22271/27084515.2025.v6.i3Sa.819