The rapid digital transformation of the global banking industry is fundamentally changing how banks manage financial information, assess risks, and report their performance. A study published in 2026 by Loso Judijanto of IPOSS Jakarta reveals that banking accounting is evolving beyond traditional bookkeeping into a strategic information system powered by data analytics, artificial intelligence (AI), cybersecurity governance, and Environmental, Social, and Governance (ESG) reporting. The findings, published in the Multitech Journal of Science and Technology (MJST), highlight why modern accounting has become essential for financial stability, regulatory compliance, and sustainable banking.
As banks increasingly adopt digital banking platforms, cloud computing, machine learning, blockchain, and automation technologies, accounting systems are expected to deliver information faster, more accurately, and with greater predictive capability. At the same time, these innovations introduce new challenges related to cyber threats, data privacy, model transparency, and sustainability reporting.
Why Banking Accounting Is Changing
For decades, banking accounting focused primarily on recording transactions and preparing financial statements. Today's banking environment demands much more.
Banks now process enormous volumes of digital transactions every second through mobile banking, internet banking, fintech partnerships, payment platforms, and cloud-based systems. Investors, regulators, and customers expect financial information that is available almost in real time while also reflecting future risks rather than simply documenting past events.
The increasing adoption of IFRS 9, implemented in Indonesia as PSAK 71, further accelerates this transformation. Instead of recognizing loan losses only after borrowers default, banks must estimate expected credit losses using historical information, current economic conditions, and future forecasts. This requires sophisticated data analytics and reliable predictive models.
Meanwhile, growing attention to climate change, social responsibility, and corporate governance has expanded reporting responsibilities beyond financial performance alone. Banks are now expected to disclose ESG-related information alongside traditional financial statements.
How the Research Was Conducted
Rather than collecting new survey data, Loso Judijanto conducted a qualitative literature review by examining reputable academic publications published primarily since 2020.
The review synthesized research covering several interconnected themes, including:
- Digital banking transformation
- Digital accounting systems
- Artificial intelligence and machine learning
- Big data analytics
- Blockchain technology
- Expected Credit Loss (ECL) accounting
- Cybersecurity and cyber risk
- ESG reporting
- Banking governance
By comparing findings across multiple international studies, the research identified common trends, emerging challenges, and strategic recommendations relevant to Indonesia's banking sector and the broader global financial industry.
Key Findings
The study identifies several major developments shaping the future of banking accounting.
Accounting is becoming predictive instead of historical
Modern accounting systems increasingly use AI, machine learning, and big data to estimate future credit losses, detect fraud, identify unusual transactions, and support strategic decision-making.
Instead of merely documenting what has already happened, accounting now helps banks anticipate potential risks before they occur.
Automation is transforming accounting work
Robotic Process Automation (RPA), digital workflows, and integrated banking systems now automate many routine accounting tasks, including transaction recording, reconciliations, and financial reporting.
As repetitive work declines, accountants are becoming analysts and strategic advisors responsible for interpreting financial information and ensuring data quality.
Cybersecurity has become an accounting issue
The research emphasizes that cybersecurity is no longer solely an IT responsibility.
Because financial reporting depends on secure digital information, cyberattacks such as ransomware, phishing, unauthorized access, and data manipulation can directly undermine the integrity of accounting records and public trust.
Strong internal controls, encryption, access management, and continuous monitoring have therefore become essential components of modern accounting governance.
ESG reporting is reshaping financial disclosure
Banks are increasingly expected to report not only profitability and capital adequacy but also their environmental impact, financial inclusion initiatives, governance quality, and climate-related risks.
According to the study, credible ESG reporting can strengthen investor confidence and improve long-term corporate value. However, weak or symbolic disclosures risk creating "greenwashing," where sustainability claims are not supported by verifiable evidence.
Challenges Facing Banks
Although digital technologies offer significant advantages, the transformation also introduces several complex challenges.
Among the most significant are:
- Maintaining high-quality, integrated data across different banking systems.
- Developing AI models that remain transparent and understandable for auditors and regulators.
- Meeting increasingly complex accounting, banking, privacy, and sustainability regulations simultaneously.
- Protecting sensitive financial information against sophisticated cyber threats.
- Preparing accountants with new competencies in data analytics, information technology, cybersecurity, and ESG reporting.
The study notes that technology alone cannot improve accounting quality. Successful digital transformation depends equally on governance, skilled professionals, and effective internal controls.
Why the Findings Matter
The implications extend beyond accounting departments.
For banks, stronger data governance and digital controls can improve operational efficiency while reducing financial and reputational risks.
For regulators, digital transformation requires supervisory approaches capable of evaluating not only financial statements but also the systems, algorithms, and governance processes that generate them.
Auditors increasingly need expertise in cybersecurity, AI model validation, and ESG assurance to maintain confidence in financial reporting.
Educational institutions are also encouraged to redesign accounting curricula so future professionals possess knowledge of accounting standards alongside digital technologies, data science, risk management, and sustainability.
Ultimately, the study argues that banking accounting has become a critical infrastructure supporting financial stability, market transparency, customer protection, and sustainable economic development.
Academic Perspective
Loso Judijanto of IPOSS Jakarta emphasizes that modern banking accounting should no longer be viewed simply as a mechanism for preparing financial statements. Instead, it functions as an integrated governance infrastructure connecting technology, risk management, regulatory compliance, cybersecurity, and sustainability reporting. According to the study, banks that successfully combine these elements will be better positioned to navigate the increasingly digital financial landscape.
About the Author
Loso Judijanto is a researcher affiliated with IPOSS Jakarta. His work focuses on banking accounting, digital transformation, financial governance, risk management, financial technology, and sustainability reporting. His research explores how technological innovation, accounting standards, and governance frameworks shape the future of financial institutions.
Source
Article Title: Banking Accounting Transformation in the Digital Era: Data Analytics, Cyber Risk, and ESG Reporting
Journal: Multitech Journal of Science and Technology (MJST), Vol. 3, No. 6
Publication Year: 2026
DOI: https://doi.org/10.59890/mjst.v3i6.254
Official Journal: https://slamultitechpublisher.my.id/index.php/mjst/index
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