Strategic AI Implementation Emphasizes Business Goals Over Tech Purchases
Organizations embarking on their artificial intelligence journey should prioritize defining clear business outcomes before acquiring technology, according to insights shared during a prominent AI exhibition. A common pitfall to avoid is the indiscriminate distribution of AI licenses across all employees or the delegation of AI projects solely to IT departments.
“When it comes to driving AI adoption, we should start with what not to do before we get into what we should do,” stated Piti Tantakasem, chief executive of TMBThanachart Bank, during a panel discussion at Microsoft’s global AI annual exhibition in Thailand. He elaborated, “First on the ‘what not to do’ list: do not buy AI licenses and hand them out to everyone. This applies to the organizational level and the national level — please don’t do it.”
Instead, companies are urged to anchor their AI strategies in their overarching business direction. This approach involves identifying and prioritizing use cases that offer significant business impact and possess a high degree of technological readiness.
Government Initiatives and Cautionary Advice
The government has outlined plans to invest over 1.6 billion baht in procuring advanced generative AI models. These resources are intended for free access by up to 5 million Thai citizens for a period of one year.
Mr. Tantakasem cautioned against the misapplication of advanced AI technologies in areas with minimal impact, warning that such efforts can lead to wasted resources. He recommended a structured approach to AI integration, suggesting that executives should be trained to recognize AI’s potential, while frontline staff need proper guidance on tool utilization. A dedicated mid-level team can play a crucial role in evaluating and advancing suitable AI projects.
A fundamental prerequisite for successful AI implementation is robust foundational data. Without it, AI systems are prone to generating errors, which can erode team confidence. Mr. Tantakasem also highlighted concerns over suboptimal digital adoption habits, noting that AI is sometimes used for trivial purposes, such as generating horoscope readings or selecting lucky bank account numbers, rather than for driving tangible business value.
“Business must define the desired outcome first and then work back to the technology,” Mr. Tantakasem emphasized. He further advised, “To embrace AI, one needs the right balance of vision and velocity, not too fast or too slow, as it must justify the value. Moving with high velocity but the wrong vision leads to massive losses, while having a good vision but moving too slowly results in missed opportunities.”
AI as a Strategic Tool for Economic Challenges
Santitarn Sathirathai, vice-minister for finance, posited that AI can serve as a pivotal strategic tool to address three key challenges facing the Thai economy: growth, productivity, and inequality.
“Post-pandemic economic growth has been stagnant, as Thailand lacks an economic engine. AI can serve as a new growth engine,” he stated. He further explained that with Thailand’s aging population leading to an estimated 1% annual drop in GDP, AI is essential for unlocking productivity gains and compensating for labor shortages.
Mr. Santitarn also highlighted AI’s potential to mitigate inequality by empowering small businesses. He suggested that AI can provide accessible marketing and financial skills, thereby leveling the competitive landscape.
Beyond technical AI proficiency, the nation should focus on enhancing human skills such as critical thinking, creativity, communication, and collaboration, he recommended. Redesigning processes to leverage human expertise at the initial stages (formulating the right questions) and the final stages (validating AI outputs), while allowing AI to handle the intermediate tasks, is a key strategy.
“The government should not compete with the private sector in innovation,” Mr. Santitarn asserted. “Instead, it should act as an enabler by creating a trusted digital public infrastructure.” He cited payment applications like Paotang as an effective initial step in integrating the informal sector into the digital economy.
Addressing Business Concerns and Mindset Shifts
Michael Chen, chief executive of Buzzebees, expressed that his primary concern as a business owner is not established competitors, but rather emerging rivals who can rapidly leverage AI to develop disruptive solutions. The most significant obstacle, according to Chen, is employee mindset, with a substantial majority of employees lacking a true understanding of AI’s capabilities beyond basic chatbot interactions.
