Abstract:In an uncertain economic climate, a large global retailer used AI-powered spend intelligence to move $220 million from indirect operational costs toward high-impact R&D. In a difficult recession, this decisive step boosted…
ed revenue by 11%, demonstrating the transformative impact of effective capital management. This achievement contrasts with "spend blindness," where industry studies show most financial leaders struggle to link expenditure patterns to strategic growth outcomes and resort to reactive cost-cutting. This study addresses this crucial gap. A thorough mixed-methods approach including a global survey of 400 CFOs, longitudinal case studies of ten multinational organizations, and advanced predictive modeling substantiated a new paradigm. Research shows that companies that understand AI-driven spend orchestration develop 7.3% faster than competitors. This premium comes from a 37% improvement in the Growth Efficiency Ratio (GER), a critical statistic for translating savings into innovation, and 5.8 times more strategic investment opportunities than standard financial approaches allow. The Spend Intelligence Quotient (SIQ), a groundbreaking statistic that assesses financial agility through integrated spend monitoring, predictive analytics, and rapid capital reallocation, is key to this advantage. This paper introduces the empirically based Spend Orchestration Framework and the requirements for the 2025 AI Finance Stack to obtain SIQ >80, the empirically proven threshold for sustainable competitive advantage. The message is clear: finance chiefs must go beyond oversight. Today's CFO may use predictive contracting and algorithmic governance to turn spend data into strategic leverage, ensure resilience, and capture disproportionate value in.
Abstract:Blockchain technology is touted for democratizing supply chains, but 30–40% of smallholder farmers are excluded from fair market participation due to information gaps and power imbalances. The first complete empirical examination…
examination of blockchain's capacity to empower disadvantaged farmers in Global South agri-food systems. The paper examines 15 large-scale implementations, including Kenyan coffee cooperatives and Indian dairy collectives, using a rigorous mixed-methods methodology. Technical scalability in resource-limited situations, governance structures that promote meaningful multi-stakeholder engagement, and quantifiable inclusion results for small-scale farmers are thoroughly examined. Comparative case study, agent-based adoption modeling, and quasi-experimental effect evaluation by Propensity Score matching reveal that blockchain's potential is not automatic nor inherent in eight nations. Techno-institutional synergy, not technological complexity, improves democracy, the research shows. Hybrid governance systems with farmer-controlled validator nodes and tokenized decision-making rights enhanced smallholder involvement by 58% and premium retention by 78% over corporate-controlled systems. However, technologically sophisticated deployments without institutional expertise frequently increase power concentration and exclusion. The blockchain viability index helps identify optimal deployment conditions for different commodities, empirical evidence challenges the idea that decentralization automatically promotes inclusion, and the inclusion-by-design framework helps policymakers embed equitable principles into decentralized agri-tech from the start. This study shows food system digitization practitioners and scholars that genuine democratization occurs when technology drives institutional transformation.
Abstract:The increased integration of operational technology (OT), Internet of Things (IoT), and business IT systems has allowed sophisticated attackers to circumvent isolated security features and launch cross-platform assaults.…
Current fragmented techniques, with discrete detectors monitoring Modbus, Kubernetes, MQTT, or other domain-specific protocols, cannot handle cross-system risks. These methodologies overlook 68% of multi-vector marketing that uses both physical and digital channels. This study introduces a transfer learning architecture to integrate detection capabilities by correlating threats across protocols, devices, and settings. The architecture generates a unified feature space that extracts behavioral semantics from industrial control system logs, cloud telemetry, network traffic, and device-level signals to produce protocol-agnostic threat representations. Adversarial domain adaptation and semantic graph embeddings enable cross-domain knowledge transfer with minimum retraining. Security teams may now discover kill chains like infected cloud containers preceding illegal PLC command execution every 23 minutes. Validated against real-world attack datasets from water treatment facilities (OT) and cloud infrastructure (IT), the system achieved 93.4% cross-platform attack recall, a 41.3 percentage point improvement over prior methodologies. It reduced OT data labeling by 89% and false positives by 93.5%. This paradigm shift transforms threat correlation from a reactive, domain-specific process to adaptive intelligence, boosting resilience for critical infrastructure, industrial ecosystems, and smart environments facing cyber-physical hazards. The framework's practical validation in energy, industry, and vital infrastructure shows its importance in protecting an increasingly linked world.
Abstract:This research investigates the policy landscape surrounding social entrepreneurship in Indonesia, encompassing legal and regulatory frameworks, government initiatives, and institutional support for social enterprises. The…
e study is crucial as it addresses an understudied area, aiming to inform policymakers, foster collaboration, stimulate economic development, and promote sustainable growth. The methodology involved qualitative interviews with eight social entrepreneurs across Indonesia. Collected data was analyzed using content analysis techniques, facilitated by the MAXQDA platform. Findings indicate that despite social entrepreneurship being an emerging field in Indonesia, there is a notable lack of effective policies and regulations. Six of eight respondents perceived inadequate current regulatory support, and half cited financial challenges as a significant issue. Conversely, seven respondents acknowledged existing government assistance, suggesting a willingness to support the sector. Based on these results, key recommendations for the government to foster a supportive ecosystem include developing non-overlapping policies, implementing substantive policy changes, promoting useful policies, simplifying bureaucracy, and engaging in direct dialogue with social entrepreneurs. The research concludes that addressing these areas can empower social entrepreneurs to create lasting social impact. This study uniquely fills a gap by directly engaging social entrepreneurs, though future research should include government representatives for broader perspectives.
Abstract:This study explores work-life balance among female government employees across generations, with a focus on gender-related challenges. Women are hypothesised to face imbalances due to dual roles at work and home. Using a…
phenomenological approach and descriptive quantitative analysis, the study finds that Indonesian women across generations generally experience moderate work-life balance. Notably, Baby Boomers (60–78 years) and Generation Z (12–27 years) report higher balance, while Generation X (44–59 years) and Millennials (28–43 years) face lower balance due to simultaneous career and family responsibilities. The study offers generationally tailored suggestions, although results may not generalise to women in sectors like banking or private industry. Implications include the need for organisations to act as facilitators, supporting female employees to ensure psychological well-being and sustained performance.
Abstract:This research aims to explore the financial management patterns applied by digital startups in Indonesia, along with the challenges and solutions faced by their founders in managing their finances. The study uses a qualitative…
tative approach with case studies to gather data through in-depth interviews, observations, and analysis of financial documents from digital startups operating in Indonesia. The findings reveal that ineffective cash flow management, dependence on external funding, and a lack of strategic financial management understanding are some of the primary challenges faced by these startups. The study emphasizes the importance of adopting efficient financial practices, including utilizing financial technology to improve cash flow management and reduce dependency on external capital. Additionally, it underscores the need for startup founders to build a competent finance team to ensure sustainable growth. This research contributes to the understanding of financial management in the context of digital startups in Indonesia and provides insights on overcoming financial challenges to strengthen the startup ecosystem
Abstract:This study investigates the role of technology management in human resource management (HRM) within start-up companies in Indonesia. Focusing on start-ups that have been operating for at least three years and employ a minimum…
nimum of 20 personnel, the research utilizes a qualitative descriptive approach. Primary data was collected through in-depth interviews with HR managers, company executives, and employees, while secondary data was sourced from company documents and participatory observation. The findings show that the adoption of technology, particularly Human Resource Management Systems (HRMS) and Learning Management Systems (LMS), has improved HR processes, including recruitment, training, and performance management. However, challenges remain, such as digital literacy issues, cost constraints, and the misalignment of technology with organizational culture. While technology enhances operational efficiency, it cannot replace essential face-to-face interactions that contribute to a strong organizational culture. The study suggests that start-ups must customize technology solutions to better align with their specific needs and culture. This research provides valuable insights into the integration of technology in HRM and offers recommendations for overcoming the challenges start-ups face in leveraging technology effectively
Abstract:The Indonesian coffee industry continues to grow rapidly, increasing competition among businesses. Bahagia Kopi faces challenges in slowing sales growth and stagnant asset expansion, requiring a strategic approach to sustain…
tain long-term growth. This study evaluates Improvement and Scaling as the most suitable growth strategies, using a mixed-method approach that integrates semi-structured interviews and quantitative analysis through the Analytic Hierarchy Process (AHP) and financial assessment. In the short term, operational efficiency and service quality improvements are the main priorities, requiring investment in training and performance-based incentives. In the long term, branch expansion in Bandung is identified as the key growth initiative, with funding as the primary challenge since Bahagia Kopi still depends on internal capital. Financial analysis of 2023 reports shows increased profitability, but a 32% funding shortfall remains for expansion. To address this, Mixed Financing is the most balanced approach, maintaining a healthy solvency ratio while minimizing financial risk. With a cautious yet strategic approach, Bahagia Kopi can achieve sustainable expansion without overleveraging debt, ensuring long-term stability and maintaining business growth
Abstract:This study aims to analyze the digitalization strategy of school management in improving the quality of education at SMK Negeri 2 Gunungsitoli. This research is motivated by the importance of digital transformation in the…
e world of education, particularly in efficient, adaptive, and technology-based school management. The research method used is descriptive qualitative with data collection techniques through interviews, observation, and documentation. The research informants consisted of the principal, vice principal, teachers, and administrative staff. The results of the study indicate that the digitalization strategy has begun to be implemented through the use of technology in the learning process, the development of teachers' digital skills, and the integration of technology-based educational platforms. However, in its implementation, the school faces various obstacles, such as limited school internet (Wi-Fi) quota and low digital competence of some teachers. To overcome these obstacles, the school conducts internal training, utilizes offline learning media, and improves digital infrastructure. The conclusion of this study shows that the digitalization of school management contributes significantly to improving the quality of education, especially in terms of learning effectiveness, administrative efficiency, and strengthening teacher and student competence in the digital era
Abstract:This systematic literature review (SLR) article discusses the role of e-commerce education to increase the economic growth of generation z (Gen Z) in Indonesia. The purpose of this study is to determine aspects of e-commerce…
erce education to support the economic growth of Gen Z in Indonesia. E-commerce education is understood as a place to form the right self-potential to improve Gen Z's digital skills. The method of writing a systematic literature review (SLR) article is a library research method sourced from the Scopus database. The results of this literature review study found that e-commerce education integrated with industry can create Gen Z who have skills in managing digital technology, creativity, and are able to adapt according to the job market. The implications of this study are to encourage the government, academics, and industry players to assist Gen Z through e-commerce education so that their potential becomes a source of economic growth in Indonesia in the future.