The Predictive Organization: Strategic Management in an Era Where Advanced Analytics and Forecasting Shape Competitive Decision Making

imbaspub.com-Cbhc-1791814729-a965340234 1791814729 Institute for Management, Business, and Accounting Studies info@imbaspub.com Institute for Management, Business, and Accounting Studies Journal of Digital Business and Management Studies J. Digit. Bus. Manag. Stud. 3149-9597 2025 5 1 The Predictive Organization: Strategic Management in an Era Where Advanced Analytics and Forecasting Shape Competitive Decision Making Hassan Ali Mariam Farooq Usman Shah 2025 10.68159/a965340234 https://imbaspub.com/pub/journal/3/article/a965340234 Porter V, Oke P. Predictive analytics in strategic decision-making: applying machine learning to transform market signals into growth execution. GSC Adv Res Rev. 2025;25(1):156-64. Ridwan IB. Dynamic strategic foresight using predictive business analytics: Strategic modeling of competitive advantage in unstable market and innovation ecosystems. World J Adv Res Rev. 2025;26(2):473-93. Papadopoulos A, González M. Predictive AI in Business Intelligence: Enhancing Market Insights and Strategic Decision-Making. Am J Technol Adv. 2024;1(8):72-90. Anthony M. Enhancing Strategic Management with Predictive Analytics and Big Data for Improved Forecasting and Efficiency. Int J Manag Sci Rep. 2025;6(1):1-7. Roy S, Mondal SK, Saha S. AI-Driven Predictive Data Analytics for Strategic Decision-Making in Organizations. Inspira J Commer Econ Comput Sci. 2025;11(4):189-96. Kapoor R, Wilde D. Peering into a crystal ball: Forecasting behavior and industry foresight. Strateg Manag J. 2023;44(3):704-36. Singh P. Leveraging Predictive Analytics for Strategic Business Decision-Making: A Data-Driven Approach. J Data-Driven Bus Manag AI. 2025;1(1). Khan S. Artificial Intelligence (AI)-Powered Predictive Analytics. EmanPublisher; 2025. Ramasamy J. AI-Driven Predictive Analytics for Strategic Decision-Making in Dynamic Business Environments. Int J Eng Artif Intell Manag Decis Support Policies. 2025. Pu Y. The analysis of strategic management decisions and corporate competitiveness based on artificial intelligence. PMC J. 2025. Owolabi B. Predictive Analytics and Machine Learning for Strategic Advantage. J. 2024. Ezekiel DD. AI-Driven Predictive Analytics for Business Decision-Making. J. 2025. Faheem MA, Aslam M, Kakolu S. Enhancing Financial Forecasting Accuracy Through AI-Driven Predictive Analytics Models. Iconic Res Eng J. 2021;4(12):322-8. Kakolu S, Faheem MA. Predictive analytics and generative AI in oil & gas: Transforming wellbore stability and hazard detection. Iconic Res Eng J. 2024;8(1):635-49. Islam MA, Fakir SI, Masud SB, Hossen MD, Islam MT, Siddiky MR, et al. Artificial intelligence in digital marketing automation: Enhancing personalization, predictive analytics, and ethical integration. Edelweiss Appl Sci Technol. 2024;8(6):6498-16. Zerine I, Hossain A, Hasan S, Rahman KA, Islam MM. AI-Driven Predictive Analytics for Cryptocurrency Price Volatility and Market Manipulation Detection. J Comput Sci Technol Stud. 2024;6(2):209-24. Chakka SN, Kakolu S. Advancing Enterprise Intelligence: Integrating AI-Driven Predictive Analytics within SAP HANA for Real-Time Business Decision Optimization. J. 2023. Zerine I, Islam MS, Ahmad MY, Islam MM, Biswas YA. AI-Driven Supply Chain Resilience: Integrating Reinforcement Learning and Predictive Analytics for Proactive Disruption Management. Bus Soc Sci. 2023;1(1):1-12. Zerine I, Islam MM. ENHANCING US AGRICULTURAL PRODUCTIVITY THROUGH PREDICTIVE ANALYTICS AND SUSTAINABLE FARMING PRACTICES. J. 2025. Ale NK. Neural Networks Predictive Analytics: A Case Study on Bank Customer Retention. Int J Sci Res (IJSR). 2025;14(3). Masud SB, Sozib HM, Mishu KP, Bellal RB, Ahmed MT, Jony AM, et al. AI-Driven Predictive Maintenance in Infrastructure and Facilities Management. EAI Endorsed Trans AI Robot. 2025;5:1-24. Elufioye OA. Ai-Driven predictive analytics in agricultural supply chains: a review: assessing the benefits and challenges of ai in forecasting demand and optimizing supply. J. 2025. Gudavalli S, Avancha S, Mangal A, Singh SP, Ayyagari A, Renuka A. Predictive Analytics in Client Information Insight Projects. Int J Appl Math Stat Sci. 2022;11(2):373-94. Mondal RS, Bhuiyan MNA. Predictive Analytics for Chronic Disease Management: A Machine Learning Approach to Early Intervention and Personalised Treatment. J Comput Anal Appl. 2024;33(8):4096-107. Bhuiyan MNA, Mondal RS. AI-Driven Predictive Analytics in Healthcare: Evaluating Impact on Cost and Efficiency. J Comput Anal Appl. 2023;31(4):1355-71. Mondal RS, Bhuiyan MNA, Akter L. Machine learning for chronic disease predictive analysis for early intervention and personalized care. Appl IT Eng. 2024;2(1):1-11. Chakka SN. Advancing Enterprise Intelligence: Integrating AI-Driven Predictive Analytics within SAP HANA for Real-Time Business Decision Optimization. J. 2023. Zerine I. AI-Driven Supply Chain Resilience: Integrating Reinforcement Learning and Predictive Analytics for Proactive Disruption Management. Bus Soc Sci. 2023;1(1):1-12. Kakolu S. Enhancing Financial Forecasting Accuracy Through AI-Driven Predictive Analytics Models. Iconic Res Eng J. 2021;4(12):322-8.