Published: 11:46 PM, 30 August 2026
AI, Academia and Long Term Competitive Advantage
MD. Noor Hamza Peash
Artificial intelligence is rapidly changing the way businesses operate across the world. From small enterprises to large corporations, organizations are exploring AI to improve efficiency, reduce costs, and strengthen decision-making. Although many people associate AI with tools such as ChatGPT, genuine AI adoption extends far beyond occasional use. It involves a gradual transformation of business processes, workplace culture, and long-term planning. Understanding this journey helps businesses make informed decisions and unlock the full potential of artificial intelligence in a competitive economy.
Many professionals now use AI tools for routine tasks. A shop owner may use ChatGPT to prepare a Facebook post, a restaurant manager may rely on AI to respond to customer reviews, and an exporter may use AI to draft professional emails for international buyers. These applications certainly save time and improve communication. However, occasional use of AI for isolated activities should not be mistaken for full AI adoption because the technology has not yet become an integrated part of core business operations.
The journey toward AI adoption usually starts with awareness. At this stage, business owners become familiar with artificial intelligence through news reports, seminars, social media, or professional discussions. They recognize that AI has the potential to improve productivity but often lack a clear understanding of its practical applications. Many remain uncertain about costs, benefits, implementation methods, and possible risks. Increasing knowledge and awareness is essential before businesses can confidently move toward meaningful AI integration.
The second stage involves casual experimentation with AI technologies. Businesses may use ChatGPT or similar tools to generate ideas, summarize documents, translate content, or answer general questions. These activities allow employees to experience AI without making significant financial investments. Although useful, such experimentation remains disconnected from everyday business systems and strategic planning. At this stage, AI serves mainly as a helpful assistant rather than becoming an essential part of business management and operations.
The third stage is productivity use, where artificial intelligence begins to support regular business activities. Employees use AI to prepare reports, create marketing content, analyze information, organize schedules, and improve customer communication. Businesses experience noticeable improvements in efficiency, accuracy, and time management. Rather than replacing employees, AI helps them complete repetitive tasks more quickly, allowing greater attention to creativity, strategic planning, and customer relationships. This stage often produces measurable improvements in workplace performance.
As businesses gain confidence, AI gradually becomes integrated into daily operations. Customer service systems, inventory management, financial analysis, recruitment, and sales forecasting begin using AI-supported technologies. Information flows more efficiently between departments, reducing manual work and minimizing errors. At this stage, artificial intelligence becomes an important business resource instead of a separate digital tool. Successful integration requires proper planning, employee training, reliable technology, and continuous monitoring to ensure sustainable improvements.
The final stage of AI adoption is organizational transformation. Artificial intelligence becomes deeply embedded in strategic planning, innovation, and decision-making throughout the business. Companies redesign products, services, and operational models around AI-driven insights while continuously adapting to changing market demands. Decision-makers rely on data analysis to identify opportunities, manage risks, and improve competitiveness. Businesses reaching this stage view AI not as a temporary trend but as a long-term driver of sustainable growth and innovation.
Successful AI adoption depends not only on technology but also on people. Employees need appropriate training to understand how AI works, interpret its outputs, and use it responsibly. Digital literacy, analytical thinking, and problem-solving skills become increasingly valuable in AI-enabled workplaces. Businesses that invest in employee development are more likely to benefit from technological innovation. Continuous learning helps workers adapt to changing responsibilities while ensuring that human judgment remains central to business decisions.
Artificial intelligence is not limited to large multinational corporations. Small and medium-sized enterprises can also benefit by using affordable AI tools to improve productivity, customer service, accounting, marketing, and communication. Cloud-based AI solutions have reduced costs, making advanced technology more accessible than ever before. With careful planning and gradual implementation, smaller businesses can enhance competitiveness, increase efficiency, and expand their market opportunities without requiring substantial financial investment.
Bangladesh is gradually embracing digital transformation, creating new opportunities for AI adoption across various industries. Businesses, educational institutions, and government agencies should work together to strengthen digital infrastructure, improve technical education, and develop practical AI skills. Supportive policies, responsible regulation, and innovation-friendly investment can encourage wider adoption while addressing ethical and security concerns. Building an AI-ready workforce will help Bangladesh remain competitive in the rapidly evolving global digital economy.
Artificial intelligence should be viewed as a long-term business strategy rather than simply another digital tool. True adoption involves awareness, experimentation, productivity improvement, operational integration, and organizational transformation supported by skilled employees and responsible leadership. Businesses that approach AI thoughtfully can improve efficiency, encourage innovation, and deliver better services while maintaining ethical standards. The future belongs to organizations that combine technological advancement with human creativity, strategic planning, and continuous learning to achieve sustainable growth.
MD. Noor Hamza
Peash belongs to World University of Bangladesh, Dhaka.
