From Financial Stewardship to AI-Enabled Strategic Intelligence: Reimagining Finance for A Sustainable Indonesian Palm Oil Supply Chain
Abstract
Artificial intelligence is changing the finance function from a predominantly transactional, reporting, and control-oriented activity into a strategic intelligence capability that can combine financial, operational, geospatial, environmental, and supply-chain information. This transformation is particularly relevant to Indonesia's palm oil sector, where large corporate plantations, independent smallholders, cooperatives, mills, refiners, traders, financial institutions, and international buyers operate within a complex network characterised by commodity-price volatility, heterogeneous technological capabilities, sustainability requirements, traceability challenges, and unequal access to finance. This qualitative literature review examines the strategic role of finance in the artificial-intelligence era and synthesises the potential benefits, implications, implementation challenges, and governance requirements of AI-enabled finance within the Indonesian palm oil supply chain. The synthesis identifies major opportunities in financial planning and analysis, cash-flow forecasting, risk management, fraud detection, working-capital optimisation, smallholder credit assessment, capital budgeting, supply-chain finance, traceability, and sustainability-linked decision-making. However, technological value is conditional on data quality, organisational capabilities, human judgement, explainability, accountability, cybersecurity, institutional coordination, and safeguards against algorithmic exclusion. The article proposes an integrated framework in which finance acts as an organisational orchestration layer connecting AI-generated intelligence with capital allocation, risk governance, and sustainable supply-chain outcomes. A staged implementation pathway is recommended, beginning with data foundations and quick wins before advancing toward predictive finance, cross-functional decision intelligence, and ecosystem-level sustainability orchestration.