Leveraging Artificial Intelligence for Strategic Cost Management: A Framework for Effective Integration and Optimization
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Abstract
Introduction: Strategic Cost Management (SCM) plays a crucial role in improving profitability and sustaining a competitive edge for businesses. The rise of artificial intelligence (AI) has opened new avenues to optimize cost structures, enhance efficiency, and support strategic decision-making. This paper examines how AI can be integrated into SCM and its potential to revolutionize cost management practices. Problem Statement: Despite significant progress in AI technology, many organizations face difficulties in fully adopting AI within their SCM processes. These challenges include understanding AI applications, aligning them with strategic goals, and transitioning from traditional cost management methods to AI-driven approaches. Objective: This research aims to explore how AI can be utilized to improve strategic cost management, identify the most impactful areas for AI integration, and propose a framework for the successful adoption of AI in SCM. Methodology: A mixed-methods approach is employed, combining both qualitative and quantitative research. The study includes a thorough literature review to establish a theoretical framework. Case studies of companies successfully using AI in SCM are analyzed, alongside interviews with industry experts. A survey is also conducted to gather data on current practices, challenges, and perceptions surrounding AI in SCM. Results: Findings reveal that AI significantly improves cost prediction accuracy, optimizes resource allocation, and enhances decision-making. Key success factors include strong support from top management, clear strategic alignment, and a solid data infrastructure. Case studies highlight that companies using AI in SCM achieve considerable cost reductions and greater operational efficiency. Conclusion: AI has transformative potential in strategic cost management, offering capabilities that exceed traditional methods. Organizations that successfully integrate AI into their SCM practices can realize substantial cost savings and operational improvements. The proposed framework offers a practical roadmap for businesses aiming to implement AI in their cost management strategies.