In the digital change era, organizations are becoming more dependent on Information Systems (IS) as part of the implementing strategic decision making throughout various levels of operation. The paper gives a formal, evidence-based literature overview to explore the ways in which IS helps to make better, faster and more optimal decisions with respect to long-term business perspectives. Based on peer-reviewed research of more than 80 studies using approved academic sources like Scopus, IEEE Xplore, and ScienceDirect, and Wiley-Online Library, the review summarizes analyzed scholarly literature of the past ten years. This paper classifies IS types, which include Decision Support System (DSS), Executive Information System (EIS), Enterprise Resource Planning (ERP) and Business Intelligence (BI) system, based on their strategic capabilities. Quantitative factors including reduction in the cycle time of decisions, return on investment in information technology as well as the ability to predict were measured to gauge IS effectiveness. Due to research findings, there is positive and constant relationship between adoption of IS and improvement of strategic performance outcomes in various sectors such as healthcare, manufacturing, finance, and retail. Yet there are a number of obstacles which still remain such as barriers of integration, opposition to digital culture and inability in decision makers to possess adequate analytical skills. The paper has identified such constraints and provided an organizational readiness framework of strategic IS integration. Additionally, it demonstrates upcoming horizons like AI-helped IS, real-time analytics, and morality IS governance as potential ardent research facilities in the future. The uniqueness of the study consists in its integrative comprehensive analysis of disparate knowledge, as well as the creation of the prospective agenda of matching IS potential with strategic organizational goals. The review contains practical suggestions to the business leaders, IT strategists, and policy makers who are willing to derive business competitive advantage out of IS..

Information Systems, Strategic Decision Making, Business Intelligence, IT-Driven Strategy, Digital Transformation

Laudon KC, Laudon JP. Management Information Systems: Managing the Digital Firm. 16th ed. Pearson; 2020.

Davenport TH, Harris JG. Competing on Analytics: The New Science of Winning. Harvard Business Review Press; 2007.

Porter ME, Millar VE. How Information Gives You Competitive Advantage. Harvard Business Review. 1985;63(4):149-160.

Shim JP, Warkentin M, Courtney JF, et al. Past, Present, and Future of Decision Support Technology. Decision Support Systems. 2002;33(2):111-126.

Turban E, Sharda R, Delen D. Decision Support and Business Intelligence Systems. 10th ed. Pearson; 2014.

Bates DW, Kuperman GJ, Wang S, et al. Ten Commandments for Effective Clinical Decision Support. Journal of the American Medical Informatics Association. 2003;10(6):523-530.

Power DJ. Decision Support Systems: Concepts and Resources for Managers. Greenwood; 2002.

Rockart JF, DeLong DW. Executive Support Systems: The Emergence of Top Management Computer Use. Dow Jones-Irwin; 1988.

Watson HJ, Rainer RK, Koh CE. Executive Information Systems: A Framework for Development and a Survey of Current Practices. MIS Quarterly. 1991;15(1):13-30.

Volonino L, Watson HJ, Robinson S. Using EIS to Respond to Dynamic Business Conditions. Decision Support Systems. 1995;14(2):105-116.

Markus ML, Tanis C. The Enterprise Systems Experience—From Adoption to Success. Framing the Domains of IT Research. 2000;173-207.

Shang S, Seddon PB. Assessing and Managing the Benefits of Enterprise Systems. Communications of the AIS. 2002;8(1):25.

Al-Mashari M, Al-Mudimigh A, Zairi M. Enterprise Resource Planning: A Taxonomy of Critical Factors. European Journal of Operational Research. 2003;146(2):352-364.

Chen H, Chiang RH, Storey VC. Business Intelligence and Analytics: From Big Data to Big Impact. MIS Quarterly. 2012;36(4):1165-1188.

Watson HJ, Wixom BH. The Current State of Business Intelligence. Computer. 2007;40(9):96-99.

Elbashir MZ, Collier PA, Sutton SG. The Role of Organizational Absorptive Capacity in Strategic Use of Business Intelligence. Journal of Strategic Information Systems. 2011;20(2):156-170.

Brynjolfsson E, McAfee A. Machine, Platform, Crowd: Harnessing Our Digital Future. W. W. Norton & Company; 2017.

Davenport TH, Ronanki R. Artificial Intelligence for the Real World. Harvard Business Review. 2018;96(1):108-116.

Jobin A, Ienca M, Vayena E. The Global Landscape of AI Ethics Guidelines. Nature Machine Intelligence. 2019;1(9):389-399.

Barney JB. Firm Resources and Sustained Competitive Advantage. Journal of Management. 1991;17(1):99-120.

Wade M, Hulland J. Review: The Resource-Based View and Information Systems Research. MIS Quarterly. 2004;28(1):107-142.

Davis FD. Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. MIS Quarterly. 1989;13(3):319-340.

Lucas HC, Baroudi J. The Role of Information Technology in Organization Design. Journal of Management Information Systems. 1994;10(4):9-23.

Galliers RD, Leidner DE. Strategic Information Management: Challenges and Strategies in Managing Information Systems. 4th ed. Routledge; 2009.

Levy M, Powell P. Strategies for Growth in SMEs: The Role of Information Systems. Information & Management. 2005;42(6):779-789.

DeLone WH, McLean ER. The DeLone and McLean Model of Information Systems Success: A Ten-Year Update. Journal of Management Information Systems. 2003;19(4):9-30.

Seddon PB. A Respecification and Extension of the DeLone and McLean Model of IS Success. Information Systems Research. 1997;8(3):240-253.

Melville N, Kraemer K, Gurbaxani V. Review: Information Technology and Organizational Performance. MIS Quarterly. 2004;28(2):283-322.

McAfee A, Brynjolfsson E. Big Data: The Management Revolution. Harvard Business Review. 2012;90(10):60-68.

Marston S, Li Z, Bandyopadhyay S, et al. Cloud Computing—The Business Perspective. Decision Support Systems. 2011;51(1):176-189.

Zwitter A. Big Data Ethics. Big Data & Society. 2014;1(2):1-6.

Menachemi N, Collum TH. Benefits and Drawbacks of Electronic Health Record Systems. Risk Management and Healthcare Policy. 2011;4:47-55.

Gunasekaran A, Ngai EWT. Information Systems in Supply Chain Integration and Management. European Journal of Operational Research. 2004;159(2):269-295.

O’Leary DE. Artificial Intelligence and Big Data. IEEE Intelligent Systems. 2013;28(2):96-99.

Bassellier G, Reich BH, Benbasat I. Information Technology Competence of Business Managers. Journal of Management Information Systems. 2001;18(1):159-182.

Armstrong CP, Sambamurthy V. Information Technology Assimilation in Firms. Information Systems Research. 1999;10(4):304-327.

Tapscott D, Tapscott A. Blockchain Revolution: How the Technology Behind Bitcoin Is Changing Money, Business, and the World. Portfolio; 2016.

Gubbi J, Buyya R, Marusic S, et al. Internet of Things (IoT): A Vision, Architectural Elements, and Future Directions. Future Generation Computer Systems. 2013;29(7):1645-1660.

Bostrom N, Yudkowsky E. The Ethics of Artificial Intelligence. In: Cambridge Handbook of Artificial Intelligence. Cambridge University Press; 2014:316-334.

Teece DJ, Pisano G, Shuen A. Dynamic Capabilities and Strategic Management. Strategic Management Journal. 1997;18(7):509-533.

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Saif Ahmad, MD Nadil khan, Kirtibhai Desai, Mohammad Majharul Islam, MD Mahbub Rabbani, & Esrat Zahan Snigdha. (2025). Optimizing IT Service Delivery with AI: Enhancing Efficiency Through Predictive Analytics and Intelligent Automation. The American Journal of Engineering and Technology, 7(02), 44–58. https://doi.org/10.37547/tajet/Volume07Issue02-08.

Esrat Zahan Snigdha, MD Nadil khan, Kirtibhai Desai, Mohammad Majharul Islam, MD Mahbub Rabbani, & Saif Ahmad. (2025). AI-Driven Customer Insights in IT Services: A Framework for Personalization and Scalable Solutions. The American Journal of Engineering and Technology, 7(03), 35–49. https://doi.org/10.37547/tajet/Volume07Issue03-04.

MD Mahbub Rabbani, MD Nadil khan, Kirtibhai Desai, Mohammad Majharul Islam, Saif Ahmad, & Esrat Zahan Snigdha. (2025). Human-AI Collaboration in IT Systems Design: A Comprehensive Framework for Intelligent Co-Creation. The American Journal of Engineering and Technology, 7(03), 50–68. https://doi.org/10.37547/tajet/Volume07Issue03-05.

Kirtibhai Desai, MD Nadil khan, Mohammad Majharul Islam, MD Mahbub Rabbani, Saif Ahmad, & Esrat Zahan Snigdha. (2025). Sentiment analysis with ai for it service enhancement: leveraging user feedback for adaptive it solutions. The American Journal of Engineering and Technology, 7(03), 69–87. https://doi.org/10.37547/tajet/Volume07Issue03-06.

Mohammad Tonmoy Jubaear Mehedy, Muhammad Saqib Jalil, MahamSaeed, Abdullah al mamun, Esrat Zahan Snigdha, MD Nadil khan, NahidKhan, & MD Mohaiminul Hasan. (2025). Big Data and Machine Learning inHealthcare: A Business Intelligence Approach for Cost Optimization andService Improvement. The American Journal of Medical Sciences andPharmaceutical Research, 115–135.https://doi.org/10.37547/tajmspr/Volume07Issue0314.

Maham Saeed, Muhammad Saqib Jalil, Fares Mohammed Dahwal, Mohammad Tonmoy Jubaear Mehedy, Esrat Zahan Snigdha, Abdullah al mamun, & MD Nadil khan. (2025). The Impact of AI on Healthcare Workforce Management: Business Strategies for Talent Optimization and IT Integration. The American Journal of Medical Sciences and Pharmaceutical Research, 7(03), 136–156. https://doi.org/10.37547/tajmspr/Volume07Issue03-15.

Muhammad Saqib Jalil, Esrat Zahan Snigdha, Mohammad Tonmoy Jubaear Mehedy, Maham Saeed, Abdullah al mamun, MD Nadil khan, & Nahid Khan. (2025). AI-Powered Predictive Analytics in Healthcare Business: Enhancing OperationalEfficiency and Patient Outcomes. The American Journal of Medical Sciences and Pharmaceutical Research, 93–114. https://doi.org/10.37547/tajmspr/Volume07Issue03-13.

Esrat Zahan Snigdha, Muhammad Saqib Jalil, Fares Mohammed Dahwal, Maham Saeed, Mohammad Tonmoy Jubaear Mehedy, Abdullah al mamun, MD Nadil khan, & Syed Kamrul Hasan. (2025). Cybersecurity in Healthcare IT Systems: Business Risk Management and Data Privacy Strategies. The American Journal of Engineering and Technology, 163–184. https://doi.org/10.37547/tajet/Volume07Issue03-15.

Abdullah al mamun, Muhammad Saqib Jalil, Mohammad Tonmoy Jubaear Mehedy, Maham Saeed, Esrat Zahan Snigdha, MD Nadil khan, & Nahid Khan. (2025). Optimizing Revenue Cycle Management in Healthcare: AI and IT Solutions for Business Process Automation. The American Journal of Engineering and Technology, 141–162. https://doi.org/10.37547/tajet/Volume07Issue03-14.

Hasan, M. M., Mirza, J. B., Paul, R., Hasan, M. R., Hassan, A., Khan, M. N., & Islam, M. A. (2025). Human-AI Collaboration in Software Design: A Framework for Efficient Co Creation. AIJMR-Advanced International Journal of Multidisciplinary Research, 3(1). DOI: 10.62127/aijmr.2025.v03i01.1125

Mohammad Tonmoy Jubaear Mehedy, Muhammad Saqib Jalil, Maham Saeed, Esrat Zahan Snigdha, Nahid Khan, MD Mohaiminul Hasan.The American Journal of Medical Sciences and Pharmaceutical Research, 7(3). 115-135.https://doi.org/10.37547/tajmspr/Volume07Issue03-14.

Junaid Baig Mirza, MD Mohaiminul Hasan, Rajesh Paul, Mohammad Rakibul Hasan, Ayesha Islam Asha. AIJMR-Advanced International Journal of Multidisciplinary Research, Volume 3, Issue 1, January-February 2025 .DOI: 10.62127/aijmr.2025.v03i01.1123 .

Mohammad Rakibul Hasan, MD Mohaiminul Hasan, Junaid Baig Mirza, Ali Hassan, Rajesh Paul, MD Nadil Khan, Nabila Ahmed Nikita.AIJMR-Advanced International Journal of Multidisciplinary Research, Volume 3, Issue 1, January-February 2025 .DOI: 10.62127/aijmr.2025.v03i01.1124.